├── .github └── ISSUE_TEMPLATE │ └── feature_request.md ├── .gitignore ├── 3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering ├── 3dgs.py ├── README.md ├── camera_trajectories │ └── kitchen_orbit.pt ├── novel_views │ ├── frame_0000.png │ ├── frame_0090.png │ ├── frame_0180.png │ └── frame_0270.png ├── out_colmap │ └── kitchen │ │ └── cam_meta.npy └── requirements.txt ├── Adam_a_Method_For_Stochastic_Optimization ├── Imgs │ └── adam.png ├── README.md ├── adam.py └── requirements.txt ├── Adversarial_Feature_Learning ├── Imgs │ └── adversarial_feature_learning.png ├── README.md ├── adversarial_feature_learning.py └── requirements.txt ├── Adversarially_Learned_Inference ├── Imgs │ └── ali.png ├── README.md ├── ali.py └── requirements.txt ├── Auto_Encoding_Variational_Bayes ├── Data │ └── frey_rawface.mat ├── Imgs │ ├── Learned_data_manifold.png │ └── Training_loss.png ├── README.md └── VAEs.py ├── CODE_OF_CONDUCT.md ├── Conditional_Generative_Adversarial_Nets ├── Imgs │ └── cgan.png ├── README.md ├── cgan.py └── requirements.txt ├── DPM_Solver_A_Fast_ODE_Solver_for_Diffusion_Probabilistic_Model_Sampling_in_Around_10_Steps ├── Imgs │ └── dpm2_samples.png ├── README.md ├── dpm_solver.py ├── requirements.txt └── unet.py ├── Deep_Image_Prior ├── Imgs │ ├── deep_image_prior.png │ └── snail.jpg ├── README.md ├── deep_image_prior.py └── requirements.txt ├── Deep_Reinforcement_Learning_with_Double_Q_learning ├── Imgs │ └── average_reward_on_breakout.png ├── README.md ├── ddqn.gif ├── ddqn.py └── requirements.txt ├── Deep_Unsupervised_Learning_using_Nonequilibrium_Thermodynamics ├── Imgs │ └── diffusion_model.png ├── README.md ├── diffusion_models.py └── requirements.txt ├── Denoising_Diffusion_Implicit_Models ├── Imgs │ └── ddim_samples.png ├── README.md ├── ddim.py ├── requirements.txt └── unet.py ├── Denoising_Diffusion_Probabilistic_Models ├── Imgs │ └── samples.png ├── README.md ├── diffusion_models.py ├── requirements.txt └── unet.py ├── Density_Estimation_Using_Real_NVP ├── Imgs │ └── generated_samples.png ├── README.md ├── real_nvp.py └── requirements.txt ├── FastNeRF_High_Fidelity_Neural_Rendering_at_200FPS ├── README.md ├── fast_nerf.py ├── novel_views │ ├── img_0.png │ ├── img_120.png │ ├── img_180.png │ └── img_60.png └── requirements.txt ├── Fast_and_Accurate_Deep_Network_Learning_by_Exponential_Linear_Units_ELUs ├── Imgs │ └── elu.png ├── README.md ├── elu.py └── requirements.txt ├── Flow_Straight_and_Fast_Learning_to_Generate_and_Transfer_Data_with_Rectified_Flow ├── Imgs │ └── flow_straight_and_fast.png ├── README.md ├── flow_straight_and_fast.py └── requirements.txt ├── Fourier_Features_Let_Networks_Learn_High_Frequency_Functions_in_Low_Dimensional_Domains ├── README.md ├── inverse_rendering.py ├── novel_views │ ├── img_0.png │ ├── img_120.png │ ├── img_180.png │ └── img_60.png └── requirements.txt ├── FreeNeRF_Improving_Few_shot_Neural_Rendering_with_Free_Frequency_Regularization ├── README.md ├── freenerf.py ├── novel_views │ ├── img_0.png │ ├── img_120.png │ ├── img_180.png │ └── img_60.png └── requirements.txt ├── Gaussian_Error_Linear_Units_GELUs ├── Imgs │ └── gelu.png ├── README.md ├── gelu.py └── requirements.txt ├── Generative_Adversarial_Networks ├── GANs.py ├── Imgs │ └── regenerated_MNIST_data.png ├── README.md └── requirements.txt ├── Gromov_Wasserstein_Distances_between_Gaussian_Distributions ├── GWOT.py ├── Imgs │ └── TW2.png ├── README.md └── requirements.txt ├── Human_level_control_through_deep_reinforcement_learning ├── Imgs │ └── average_reward_on_breakout.png ├── README.md ├── dqn.gif ├── dqn.py └── requirements.txt ├── Image_to_Image_Translation_with_Conditional_Adversarial_Nets ├── Imgs │ └── pix2pix.png ├── README.md ├── pix2pix.py └── requirements.txt ├── Implicit_Neural_Representations_with_Periodic_Activation_Functions ├── Imgs │ └── Siren.png ├── README.md ├── requirements.txt └── siren.py ├── Improved_Techniques_for_Training_GANs ├── Imgs │ └── permutation_invariant_MNIST.png ├── README.md ├── requirements.txt └── semi_supervised_learning.py ├── Improved_Training_of_Wasserstein_GANs ├── Imgs │ ├── generated_samples.png │ └── wgan_loss.png ├── README.md ├── requirements.txt └── wgan.py ├── InfoNeRF_Ray_Entropy_Minimization_for_Few_Shot_Neural_Volume_Rendering ├── README.md ├── infonerf.py ├── novel_views │ ├── img_0.png │ ├── img_120.png │ ├── img_180.png │ └── img_60.png └── requirements.txt ├── Instant_Neural_Graphics_Primitives_with_a_Multiresolution_Hash_Encoding ├── README.md ├── ngp.py ├── novel_views │ ├── img_0.png │ ├── img_120.png │ ├── img_180.png │ └── img_60.png └── requirements.txt ├── KPlanes_Explicit_Radiance_Fields_in_Space_Time_and_Appearance ├── README.md ├── kplanes.py ├── novel_views │ ├── img_0.png │ ├── img_120.png │ ├── img_180.png │ └── img_60.png └── requirements.txt ├── KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs ├── README.md ├── kilo_nerf.py ├── novel_views │ ├── img_0.png │ ├── img_120.png │ ├── img_180.png │ └── img_60.png └── requirements.txt ├── LICENSE ├── Learned_Initializations_for_Optimizing_Coordinate_Based_Neural_Representations ├── Imgs │ └── meta_mv.png ├── README.md ├── data │ └── .gitignore ├── nerf_mv.py └── requirements.txt ├── Least_Squares_Generative_Adversarial_Networks ├── Imgs │ └── lsgan.png ├── README.md ├── lsgan.py └── requirements.txt ├── Likelihood_free_MCMC_with_Amortized_Approximate_Ratio_Estimators ├── AALR-MCMC.py ├── Imgs │ └── posteriors_from_the_tractable_benchmark.png ├── README.md └── requirements.txt ├── Masked_Autoregressive_Flow_for_Density_Estimation ├── Imgs │ └── samples_maf.png ├── README.md ├── maf.py └── requirements.txt ├── Maxout_Networks ├── Imgs │ └── maxout_networks.png ├── README.md ├── maxout_networks.py └── requirements.txt ├── Model_Agnostic_Meta_Learning_for_Fast_Adaptation_of_Deep_Networks ├── Imgs │ └── maml.png ├── README.md ├── maml.py └── requirements.txt ├── Multiplicative_Filter_Networks ├── Imgs │ └── Multiplicative_Filter_Networks.png ├── README.md ├── mfn.py └── requirements.txt ├── NICE_Non_linear_Independent_Components_Estimation ├── Imgs │ └── Generated_MNIST_data.png ├── NICE.py ├── README.md └── requirements.txt ├── NeRF_Representing_Scenes_as_Neural_Radiance_Fields_for_View_Synthesis ├── README.md ├── nerf.py ├── novel_views │ ├── img_0_hf_6.png │ ├── img_10_hf_6.png │ ├── img_20_hf_6.png │ ├── img_30_hf_6.png │ └── novel_views.gif └── requirements.txt ├── Network_In_Network ├── Imgs │ └── nin.png ├── README.md ├── nin.py └── requirements.txt ├── Neural_Radiance_Fields_Without_Known_Camera_Parameters ├── Imgs │ └── novel_view.png ├── README.md ├── nerfmm.py └── requirements.txt ├── On_First_Order_Meta_Learning_Algorithms ├── Imgs │ └── Demonstration_of_reptile.png ├── README.md ├── reptile.py └── requirements.txt ├── On_the_Variance_of_the_Adaptive_Learning_Rate_and_Beyond ├── Imgs │ └── RAdam.png ├── README.md ├── radam.py └── requirements.txt ├── Optimizing_Millions_of_Hyperparameters_by_Implicit_Differentiation ├── Imgs │ └── Classification_error.png ├── README.md ├── gradient_based_HO.py └── requirements.txt ├── Playing_Atari_with_Deep_Reinforcement_Learning ├── Imgs │ └── average_reward_on_breakout.png ├── README.md ├── dqn.gif ├── dqn.py └── requirements.txt ├── PlenOctrees_for_Real_time_Rendering_of_Neural_Radiance_Fields ├── README.md ├── nerf-sg.py ├── novel_views │ ├── img_0.png │ ├── img_120.png │ ├── img_180.png │ └── img_60.png └── requirements.txt ├── Plenoxels_Radiance_Fields_without_Neural_Networks ├── Imgs │ ├── img_0.png │ ├── img_120.png │ ├── img_180.png │ └── img_60.png ├── README.md ├── plenoxels.py └── requirements.txt ├── Proximal_Policy_Optimization_Algorithms ├── Imgs │ └── average_reward_on_breakout.png ├── README.md ├── ppo.gif ├── ppo.py └── requirements.txt ├── Pseudo_Numerical_Methods_for_Diffusion_Models_on_Manifolds ├── Imgs │ └── pndms_samples.png ├── README.md ├── pndms_solver.py ├── requirements.txt └── unet.py ├── README.md ├── Self_Normalizing_Neural_Networks ├── Imgs │ └── snn.png ├── README.md ├── requirements.txt └── selu.py ├── Sequential_Neural_Likelihood ├── Imgs │ └── posterior_samples.png ├── README.md ├── requirements.txt └── snl.py ├── Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives ├── README.md ├── camera_trajectories │ └── kitchen_orbit.pt ├── novel_views │ ├── frame_0000.png │ ├── frame_0090.png │ ├── frame_0180.png │ └── frame_0270.png ├── out_colmap │ └── kitchen │ │ └── cam_meta.npy ├── requirements.txt └── speedy_splat.py ├── Unpaired_Image_to_Image_Translation_using_Cycle_Consistent_Adversarial_Networks ├── Imgs │ └── cycle_gan.png ├── README.md ├── cycle_gan.py └── requirements.txt ├── Unsupervised_Representation_Learning_with_Deep_Convolutional_Generative_Adversarial_Networks ├── Imgs │ ├── generated_bedrooms_after_five_epoch.png │ └── generated_bedrooms_after_one_epoch.png ├── README.md ├── conv_gan.py └── requirements.txt ├── Variational_Inference_with_Normalizing_Flows ├── Flows.py ├── Imgs │ └── learned_densities.png ├── README.md └── requirements.txt └── Wasserstein_GAN ├── Imgs ├── generated_images.png └── wgan_loss.png ├── README.md ├── requirements.txt └── wgan.py /.github/ISSUE_TEMPLATE/feature_request.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/.github/ISSUE_TEMPLATE/feature_request.md -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/.gitignore -------------------------------------------------------------------------------- /3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/3dgs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/3dgs.py -------------------------------------------------------------------------------- /3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/README.md -------------------------------------------------------------------------------- /3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/camera_trajectories/kitchen_orbit.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/camera_trajectories/kitchen_orbit.pt -------------------------------------------------------------------------------- /3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/novel_views/frame_0000.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/novel_views/frame_0000.png -------------------------------------------------------------------------------- /3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/novel_views/frame_0090.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/novel_views/frame_0090.png -------------------------------------------------------------------------------- /3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/novel_views/frame_0180.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/novel_views/frame_0180.png -------------------------------------------------------------------------------- /3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/novel_views/frame_0270.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/novel_views/frame_0270.png -------------------------------------------------------------------------------- /3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/out_colmap/kitchen/cam_meta.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/out_colmap/kitchen/cam_meta.npy -------------------------------------------------------------------------------- /3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/3D_Gaussian_Splatting_for_Real_Time_Radiance_Field_Rendering/requirements.txt -------------------------------------------------------------------------------- /Adam_a_Method_For_Stochastic_Optimization/Imgs/adam.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Adam_a_Method_For_Stochastic_Optimization/Imgs/adam.png -------------------------------------------------------------------------------- /Adam_a_Method_For_Stochastic_Optimization/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Adam_a_Method_For_Stochastic_Optimization/README.md -------------------------------------------------------------------------------- /Adam_a_Method_For_Stochastic_Optimization/adam.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Adam_a_Method_For_Stochastic_Optimization/adam.py -------------------------------------------------------------------------------- /Adam_a_Method_For_Stochastic_Optimization/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Adam_a_Method_For_Stochastic_Optimization/requirements.txt -------------------------------------------------------------------------------- /Adversarial_Feature_Learning/Imgs/adversarial_feature_learning.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Adversarial_Feature_Learning/Imgs/adversarial_feature_learning.png -------------------------------------------------------------------------------- /Adversarial_Feature_Learning/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Adversarial_Feature_Learning/README.md -------------------------------------------------------------------------------- /Adversarial_Feature_Learning/adversarial_feature_learning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Adversarial_Feature_Learning/adversarial_feature_learning.py -------------------------------------------------------------------------------- /Adversarial_Feature_Learning/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Adversarial_Feature_Learning/requirements.txt -------------------------------------------------------------------------------- /Adversarially_Learned_Inference/Imgs/ali.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Adversarially_Learned_Inference/Imgs/ali.png -------------------------------------------------------------------------------- /Adversarially_Learned_Inference/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Adversarially_Learned_Inference/README.md -------------------------------------------------------------------------------- /Adversarially_Learned_Inference/ali.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Adversarially_Learned_Inference/ali.py -------------------------------------------------------------------------------- /Adversarially_Learned_Inference/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Adversarially_Learned_Inference/requirements.txt -------------------------------------------------------------------------------- /Auto_Encoding_Variational_Bayes/Data/frey_rawface.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Auto_Encoding_Variational_Bayes/Data/frey_rawface.mat -------------------------------------------------------------------------------- /Auto_Encoding_Variational_Bayes/Imgs/Learned_data_manifold.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Auto_Encoding_Variational_Bayes/Imgs/Learned_data_manifold.png -------------------------------------------------------------------------------- /Auto_Encoding_Variational_Bayes/Imgs/Training_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Auto_Encoding_Variational_Bayes/Imgs/Training_loss.png -------------------------------------------------------------------------------- /Auto_Encoding_Variational_Bayes/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Auto_Encoding_Variational_Bayes/README.md -------------------------------------------------------------------------------- /Auto_Encoding_Variational_Bayes/VAEs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Auto_Encoding_Variational_Bayes/VAEs.py -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /Conditional_Generative_Adversarial_Nets/Imgs/cgan.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Conditional_Generative_Adversarial_Nets/Imgs/cgan.png -------------------------------------------------------------------------------- /Conditional_Generative_Adversarial_Nets/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Conditional_Generative_Adversarial_Nets/README.md -------------------------------------------------------------------------------- /Conditional_Generative_Adversarial_Nets/cgan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Conditional_Generative_Adversarial_Nets/cgan.py -------------------------------------------------------------------------------- /Conditional_Generative_Adversarial_Nets/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Conditional_Generative_Adversarial_Nets/requirements.txt -------------------------------------------------------------------------------- /DPM_Solver_A_Fast_ODE_Solver_for_Diffusion_Probabilistic_Model_Sampling_in_Around_10_Steps/Imgs/dpm2_samples.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/DPM_Solver_A_Fast_ODE_Solver_for_Diffusion_Probabilistic_Model_Sampling_in_Around_10_Steps/Imgs/dpm2_samples.png -------------------------------------------------------------------------------- /DPM_Solver_A_Fast_ODE_Solver_for_Diffusion_Probabilistic_Model_Sampling_in_Around_10_Steps/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/DPM_Solver_A_Fast_ODE_Solver_for_Diffusion_Probabilistic_Model_Sampling_in_Around_10_Steps/README.md -------------------------------------------------------------------------------- /DPM_Solver_A_Fast_ODE_Solver_for_Diffusion_Probabilistic_Model_Sampling_in_Around_10_Steps/dpm_solver.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/DPM_Solver_A_Fast_ODE_Solver_for_Diffusion_Probabilistic_Model_Sampling_in_Around_10_Steps/dpm_solver.py -------------------------------------------------------------------------------- /DPM_Solver_A_Fast_ODE_Solver_for_Diffusion_Probabilistic_Model_Sampling_in_Around_10_Steps/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/DPM_Solver_A_Fast_ODE_Solver_for_Diffusion_Probabilistic_Model_Sampling_in_Around_10_Steps/requirements.txt -------------------------------------------------------------------------------- /DPM_Solver_A_Fast_ODE_Solver_for_Diffusion_Probabilistic_Model_Sampling_in_Around_10_Steps/unet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/DPM_Solver_A_Fast_ODE_Solver_for_Diffusion_Probabilistic_Model_Sampling_in_Around_10_Steps/unet.py -------------------------------------------------------------------------------- /Deep_Image_Prior/Imgs/deep_image_prior.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Deep_Image_Prior/Imgs/deep_image_prior.png -------------------------------------------------------------------------------- /Deep_Image_Prior/Imgs/snail.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Deep_Image_Prior/Imgs/snail.jpg -------------------------------------------------------------------------------- /Deep_Image_Prior/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Deep_Image_Prior/README.md -------------------------------------------------------------------------------- /Deep_Image_Prior/deep_image_prior.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Deep_Image_Prior/deep_image_prior.py -------------------------------------------------------------------------------- /Deep_Image_Prior/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Deep_Image_Prior/requirements.txt -------------------------------------------------------------------------------- /Deep_Reinforcement_Learning_with_Double_Q_learning/Imgs/average_reward_on_breakout.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Deep_Reinforcement_Learning_with_Double_Q_learning/Imgs/average_reward_on_breakout.png -------------------------------------------------------------------------------- /Deep_Reinforcement_Learning_with_Double_Q_learning/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Deep_Reinforcement_Learning_with_Double_Q_learning/README.md -------------------------------------------------------------------------------- /Deep_Reinforcement_Learning_with_Double_Q_learning/ddqn.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Deep_Reinforcement_Learning_with_Double_Q_learning/ddqn.gif -------------------------------------------------------------------------------- /Deep_Reinforcement_Learning_with_Double_Q_learning/ddqn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Deep_Reinforcement_Learning_with_Double_Q_learning/ddqn.py -------------------------------------------------------------------------------- /Deep_Reinforcement_Learning_with_Double_Q_learning/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Deep_Reinforcement_Learning_with_Double_Q_learning/requirements.txt -------------------------------------------------------------------------------- /Deep_Unsupervised_Learning_using_Nonequilibrium_Thermodynamics/Imgs/diffusion_model.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Deep_Unsupervised_Learning_using_Nonequilibrium_Thermodynamics/Imgs/diffusion_model.png -------------------------------------------------------------------------------- /Deep_Unsupervised_Learning_using_Nonequilibrium_Thermodynamics/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Deep_Unsupervised_Learning_using_Nonequilibrium_Thermodynamics/README.md -------------------------------------------------------------------------------- /Deep_Unsupervised_Learning_using_Nonequilibrium_Thermodynamics/diffusion_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Deep_Unsupervised_Learning_using_Nonequilibrium_Thermodynamics/diffusion_models.py -------------------------------------------------------------------------------- /Deep_Unsupervised_Learning_using_Nonequilibrium_Thermodynamics/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Deep_Unsupervised_Learning_using_Nonequilibrium_Thermodynamics/requirements.txt -------------------------------------------------------------------------------- /Denoising_Diffusion_Implicit_Models/Imgs/ddim_samples.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Denoising_Diffusion_Implicit_Models/Imgs/ddim_samples.png -------------------------------------------------------------------------------- /Denoising_Diffusion_Implicit_Models/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Denoising_Diffusion_Implicit_Models/README.md -------------------------------------------------------------------------------- /Denoising_Diffusion_Implicit_Models/ddim.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Denoising_Diffusion_Implicit_Models/ddim.py -------------------------------------------------------------------------------- /Denoising_Diffusion_Implicit_Models/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Denoising_Diffusion_Implicit_Models/requirements.txt -------------------------------------------------------------------------------- /Denoising_Diffusion_Implicit_Models/unet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Denoising_Diffusion_Implicit_Models/unet.py -------------------------------------------------------------------------------- /Denoising_Diffusion_Probabilistic_Models/Imgs/samples.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Denoising_Diffusion_Probabilistic_Models/Imgs/samples.png -------------------------------------------------------------------------------- /Denoising_Diffusion_Probabilistic_Models/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Denoising_Diffusion_Probabilistic_Models/README.md -------------------------------------------------------------------------------- /Denoising_Diffusion_Probabilistic_Models/diffusion_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Denoising_Diffusion_Probabilistic_Models/diffusion_models.py -------------------------------------------------------------------------------- /Denoising_Diffusion_Probabilistic_Models/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Denoising_Diffusion_Probabilistic_Models/requirements.txt -------------------------------------------------------------------------------- /Denoising_Diffusion_Probabilistic_Models/unet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Denoising_Diffusion_Probabilistic_Models/unet.py -------------------------------------------------------------------------------- /Density_Estimation_Using_Real_NVP/Imgs/generated_samples.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Density_Estimation_Using_Real_NVP/Imgs/generated_samples.png -------------------------------------------------------------------------------- /Density_Estimation_Using_Real_NVP/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Density_Estimation_Using_Real_NVP/README.md -------------------------------------------------------------------------------- /Density_Estimation_Using_Real_NVP/real_nvp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Density_Estimation_Using_Real_NVP/real_nvp.py -------------------------------------------------------------------------------- /Density_Estimation_Using_Real_NVP/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Density_Estimation_Using_Real_NVP/requirements.txt -------------------------------------------------------------------------------- /FastNeRF_High_Fidelity_Neural_Rendering_at_200FPS/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/FastNeRF_High_Fidelity_Neural_Rendering_at_200FPS/README.md -------------------------------------------------------------------------------- /FastNeRF_High_Fidelity_Neural_Rendering_at_200FPS/fast_nerf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/FastNeRF_High_Fidelity_Neural_Rendering_at_200FPS/fast_nerf.py -------------------------------------------------------------------------------- /FastNeRF_High_Fidelity_Neural_Rendering_at_200FPS/novel_views/img_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/FastNeRF_High_Fidelity_Neural_Rendering_at_200FPS/novel_views/img_0.png -------------------------------------------------------------------------------- /FastNeRF_High_Fidelity_Neural_Rendering_at_200FPS/novel_views/img_120.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/FastNeRF_High_Fidelity_Neural_Rendering_at_200FPS/novel_views/img_120.png -------------------------------------------------------------------------------- /FastNeRF_High_Fidelity_Neural_Rendering_at_200FPS/novel_views/img_180.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/FastNeRF_High_Fidelity_Neural_Rendering_at_200FPS/novel_views/img_180.png -------------------------------------------------------------------------------- /FastNeRF_High_Fidelity_Neural_Rendering_at_200FPS/novel_views/img_60.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/FastNeRF_High_Fidelity_Neural_Rendering_at_200FPS/novel_views/img_60.png -------------------------------------------------------------------------------- /FastNeRF_High_Fidelity_Neural_Rendering_at_200FPS/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/FastNeRF_High_Fidelity_Neural_Rendering_at_200FPS/requirements.txt -------------------------------------------------------------------------------- /Fast_and_Accurate_Deep_Network_Learning_by_Exponential_Linear_Units_ELUs/Imgs/elu.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Fast_and_Accurate_Deep_Network_Learning_by_Exponential_Linear_Units_ELUs/Imgs/elu.png -------------------------------------------------------------------------------- /Fast_and_Accurate_Deep_Network_Learning_by_Exponential_Linear_Units_ELUs/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Fast_and_Accurate_Deep_Network_Learning_by_Exponential_Linear_Units_ELUs/README.md -------------------------------------------------------------------------------- /Fast_and_Accurate_Deep_Network_Learning_by_Exponential_Linear_Units_ELUs/elu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Fast_and_Accurate_Deep_Network_Learning_by_Exponential_Linear_Units_ELUs/elu.py -------------------------------------------------------------------------------- /Fast_and_Accurate_Deep_Network_Learning_by_Exponential_Linear_Units_ELUs/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Fast_and_Accurate_Deep_Network_Learning_by_Exponential_Linear_Units_ELUs/requirements.txt -------------------------------------------------------------------------------- /Flow_Straight_and_Fast_Learning_to_Generate_and_Transfer_Data_with_Rectified_Flow/Imgs/flow_straight_and_fast.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Flow_Straight_and_Fast_Learning_to_Generate_and_Transfer_Data_with_Rectified_Flow/Imgs/flow_straight_and_fast.png -------------------------------------------------------------------------------- /Flow_Straight_and_Fast_Learning_to_Generate_and_Transfer_Data_with_Rectified_Flow/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Flow_Straight_and_Fast_Learning_to_Generate_and_Transfer_Data_with_Rectified_Flow/README.md -------------------------------------------------------------------------------- /Flow_Straight_and_Fast_Learning_to_Generate_and_Transfer_Data_with_Rectified_Flow/flow_straight_and_fast.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Flow_Straight_and_Fast_Learning_to_Generate_and_Transfer_Data_with_Rectified_Flow/flow_straight_and_fast.py -------------------------------------------------------------------------------- /Flow_Straight_and_Fast_Learning_to_Generate_and_Transfer_Data_with_Rectified_Flow/requirements.txt: -------------------------------------------------------------------------------- 1 | matplotlib==3.5.1 2 | numpy==1.25.2 3 | torch==2.0.1 4 | tqdm==4.66.1 -------------------------------------------------------------------------------- /Fourier_Features_Let_Networks_Learn_High_Frequency_Functions_in_Low_Dimensional_Domains/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Fourier_Features_Let_Networks_Learn_High_Frequency_Functions_in_Low_Dimensional_Domains/README.md -------------------------------------------------------------------------------- /Fourier_Features_Let_Networks_Learn_High_Frequency_Functions_in_Low_Dimensional_Domains/inverse_rendering.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Fourier_Features_Let_Networks_Learn_High_Frequency_Functions_in_Low_Dimensional_Domains/inverse_rendering.py -------------------------------------------------------------------------------- /Fourier_Features_Let_Networks_Learn_High_Frequency_Functions_in_Low_Dimensional_Domains/novel_views/img_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Fourier_Features_Let_Networks_Learn_High_Frequency_Functions_in_Low_Dimensional_Domains/novel_views/img_0.png -------------------------------------------------------------------------------- /Fourier_Features_Let_Networks_Learn_High_Frequency_Functions_in_Low_Dimensional_Domains/novel_views/img_120.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Fourier_Features_Let_Networks_Learn_High_Frequency_Functions_in_Low_Dimensional_Domains/novel_views/img_120.png -------------------------------------------------------------------------------- /Fourier_Features_Let_Networks_Learn_High_Frequency_Functions_in_Low_Dimensional_Domains/novel_views/img_180.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Fourier_Features_Let_Networks_Learn_High_Frequency_Functions_in_Low_Dimensional_Domains/novel_views/img_180.png -------------------------------------------------------------------------------- /Fourier_Features_Let_Networks_Learn_High_Frequency_Functions_in_Low_Dimensional_Domains/novel_views/img_60.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Fourier_Features_Let_Networks_Learn_High_Frequency_Functions_in_Low_Dimensional_Domains/novel_views/img_60.png -------------------------------------------------------------------------------- /Fourier_Features_Let_Networks_Learn_High_Frequency_Functions_in_Low_Dimensional_Domains/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Fourier_Features_Let_Networks_Learn_High_Frequency_Functions_in_Low_Dimensional_Domains/requirements.txt -------------------------------------------------------------------------------- /FreeNeRF_Improving_Few_shot_Neural_Rendering_with_Free_Frequency_Regularization/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/FreeNeRF_Improving_Few_shot_Neural_Rendering_with_Free_Frequency_Regularization/README.md -------------------------------------------------------------------------------- /FreeNeRF_Improving_Few_shot_Neural_Rendering_with_Free_Frequency_Regularization/freenerf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/FreeNeRF_Improving_Few_shot_Neural_Rendering_with_Free_Frequency_Regularization/freenerf.py -------------------------------------------------------------------------------- /FreeNeRF_Improving_Few_shot_Neural_Rendering_with_Free_Frequency_Regularization/novel_views/img_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/FreeNeRF_Improving_Few_shot_Neural_Rendering_with_Free_Frequency_Regularization/novel_views/img_0.png -------------------------------------------------------------------------------- /FreeNeRF_Improving_Few_shot_Neural_Rendering_with_Free_Frequency_Regularization/novel_views/img_120.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/FreeNeRF_Improving_Few_shot_Neural_Rendering_with_Free_Frequency_Regularization/novel_views/img_120.png -------------------------------------------------------------------------------- /FreeNeRF_Improving_Few_shot_Neural_Rendering_with_Free_Frequency_Regularization/novel_views/img_180.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/FreeNeRF_Improving_Few_shot_Neural_Rendering_with_Free_Frequency_Regularization/novel_views/img_180.png -------------------------------------------------------------------------------- /FreeNeRF_Improving_Few_shot_Neural_Rendering_with_Free_Frequency_Regularization/novel_views/img_60.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/FreeNeRF_Improving_Few_shot_Neural_Rendering_with_Free_Frequency_Regularization/novel_views/img_60.png -------------------------------------------------------------------------------- /FreeNeRF_Improving_Few_shot_Neural_Rendering_with_Free_Frequency_Regularization/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/FreeNeRF_Improving_Few_shot_Neural_Rendering_with_Free_Frequency_Regularization/requirements.txt -------------------------------------------------------------------------------- /Gaussian_Error_Linear_Units_GELUs/Imgs/gelu.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Gaussian_Error_Linear_Units_GELUs/Imgs/gelu.png -------------------------------------------------------------------------------- /Gaussian_Error_Linear_Units_GELUs/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Gaussian_Error_Linear_Units_GELUs/README.md -------------------------------------------------------------------------------- /Gaussian_Error_Linear_Units_GELUs/gelu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Gaussian_Error_Linear_Units_GELUs/gelu.py -------------------------------------------------------------------------------- /Gaussian_Error_Linear_Units_GELUs/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Gaussian_Error_Linear_Units_GELUs/requirements.txt -------------------------------------------------------------------------------- /Generative_Adversarial_Networks/GANs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Generative_Adversarial_Networks/GANs.py -------------------------------------------------------------------------------- /Generative_Adversarial_Networks/Imgs/regenerated_MNIST_data.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Generative_Adversarial_Networks/Imgs/regenerated_MNIST_data.png -------------------------------------------------------------------------------- /Generative_Adversarial_Networks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Generative_Adversarial_Networks/README.md -------------------------------------------------------------------------------- /Generative_Adversarial_Networks/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Generative_Adversarial_Networks/requirements.txt -------------------------------------------------------------------------------- /Gromov_Wasserstein_Distances_between_Gaussian_Distributions/GWOT.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Gromov_Wasserstein_Distances_between_Gaussian_Distributions/GWOT.py -------------------------------------------------------------------------------- /Gromov_Wasserstein_Distances_between_Gaussian_Distributions/Imgs/TW2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Gromov_Wasserstein_Distances_between_Gaussian_Distributions/Imgs/TW2.png -------------------------------------------------------------------------------- /Gromov_Wasserstein_Distances_between_Gaussian_Distributions/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Gromov_Wasserstein_Distances_between_Gaussian_Distributions/README.md -------------------------------------------------------------------------------- /Gromov_Wasserstein_Distances_between_Gaussian_Distributions/requirements.txt: -------------------------------------------------------------------------------- 1 | matplotlib==3.3.4 2 | torch==1.7.1 -------------------------------------------------------------------------------- /Human_level_control_through_deep_reinforcement_learning/Imgs/average_reward_on_breakout.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Human_level_control_through_deep_reinforcement_learning/Imgs/average_reward_on_breakout.png -------------------------------------------------------------------------------- /Human_level_control_through_deep_reinforcement_learning/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Human_level_control_through_deep_reinforcement_learning/README.md -------------------------------------------------------------------------------- /Human_level_control_through_deep_reinforcement_learning/dqn.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Human_level_control_through_deep_reinforcement_learning/dqn.gif -------------------------------------------------------------------------------- /Human_level_control_through_deep_reinforcement_learning/dqn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Human_level_control_through_deep_reinforcement_learning/dqn.py -------------------------------------------------------------------------------- /Human_level_control_through_deep_reinforcement_learning/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Human_level_control_through_deep_reinforcement_learning/requirements.txt -------------------------------------------------------------------------------- /Image_to_Image_Translation_with_Conditional_Adversarial_Nets/Imgs/pix2pix.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Image_to_Image_Translation_with_Conditional_Adversarial_Nets/Imgs/pix2pix.png -------------------------------------------------------------------------------- /Image_to_Image_Translation_with_Conditional_Adversarial_Nets/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Image_to_Image_Translation_with_Conditional_Adversarial_Nets/README.md -------------------------------------------------------------------------------- /Image_to_Image_Translation_with_Conditional_Adversarial_Nets/pix2pix.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Image_to_Image_Translation_with_Conditional_Adversarial_Nets/pix2pix.py -------------------------------------------------------------------------------- /Image_to_Image_Translation_with_Conditional_Adversarial_Nets/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Image_to_Image_Translation_with_Conditional_Adversarial_Nets/requirements.txt -------------------------------------------------------------------------------- /Implicit_Neural_Representations_with_Periodic_Activation_Functions/Imgs/Siren.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Implicit_Neural_Representations_with_Periodic_Activation_Functions/Imgs/Siren.png -------------------------------------------------------------------------------- /Implicit_Neural_Representations_with_Periodic_Activation_Functions/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Implicit_Neural_Representations_with_Periodic_Activation_Functions/README.md -------------------------------------------------------------------------------- /Implicit_Neural_Representations_with_Periodic_Activation_Functions/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Implicit_Neural_Representations_with_Periodic_Activation_Functions/requirements.txt -------------------------------------------------------------------------------- /Implicit_Neural_Representations_with_Periodic_Activation_Functions/siren.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Implicit_Neural_Representations_with_Periodic_Activation_Functions/siren.py -------------------------------------------------------------------------------- /Improved_Techniques_for_Training_GANs/Imgs/permutation_invariant_MNIST.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Improved_Techniques_for_Training_GANs/Imgs/permutation_invariant_MNIST.png -------------------------------------------------------------------------------- /Improved_Techniques_for_Training_GANs/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Improved_Techniques_for_Training_GANs/README.md -------------------------------------------------------------------------------- /Improved_Techniques_for_Training_GANs/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Improved_Techniques_for_Training_GANs/requirements.txt -------------------------------------------------------------------------------- /Improved_Techniques_for_Training_GANs/semi_supervised_learning.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Improved_Techniques_for_Training_GANs/semi_supervised_learning.py -------------------------------------------------------------------------------- /Improved_Training_of_Wasserstein_GANs/Imgs/generated_samples.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Improved_Training_of_Wasserstein_GANs/Imgs/generated_samples.png -------------------------------------------------------------------------------- /Improved_Training_of_Wasserstein_GANs/Imgs/wgan_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Improved_Training_of_Wasserstein_GANs/Imgs/wgan_loss.png -------------------------------------------------------------------------------- /Improved_Training_of_Wasserstein_GANs/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Improved_Training_of_Wasserstein_GANs/README.md -------------------------------------------------------------------------------- /Improved_Training_of_Wasserstein_GANs/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Improved_Training_of_Wasserstein_GANs/requirements.txt -------------------------------------------------------------------------------- /Improved_Training_of_Wasserstein_GANs/wgan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Improved_Training_of_Wasserstein_GANs/wgan.py -------------------------------------------------------------------------------- /InfoNeRF_Ray_Entropy_Minimization_for_Few_Shot_Neural_Volume_Rendering/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/InfoNeRF_Ray_Entropy_Minimization_for_Few_Shot_Neural_Volume_Rendering/README.md -------------------------------------------------------------------------------- /InfoNeRF_Ray_Entropy_Minimization_for_Few_Shot_Neural_Volume_Rendering/infonerf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/InfoNeRF_Ray_Entropy_Minimization_for_Few_Shot_Neural_Volume_Rendering/infonerf.py -------------------------------------------------------------------------------- /InfoNeRF_Ray_Entropy_Minimization_for_Few_Shot_Neural_Volume_Rendering/novel_views/img_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/InfoNeRF_Ray_Entropy_Minimization_for_Few_Shot_Neural_Volume_Rendering/novel_views/img_0.png -------------------------------------------------------------------------------- /InfoNeRF_Ray_Entropy_Minimization_for_Few_Shot_Neural_Volume_Rendering/novel_views/img_120.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/InfoNeRF_Ray_Entropy_Minimization_for_Few_Shot_Neural_Volume_Rendering/novel_views/img_120.png -------------------------------------------------------------------------------- /InfoNeRF_Ray_Entropy_Minimization_for_Few_Shot_Neural_Volume_Rendering/novel_views/img_180.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/InfoNeRF_Ray_Entropy_Minimization_for_Few_Shot_Neural_Volume_Rendering/novel_views/img_180.png -------------------------------------------------------------------------------- /InfoNeRF_Ray_Entropy_Minimization_for_Few_Shot_Neural_Volume_Rendering/novel_views/img_60.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/InfoNeRF_Ray_Entropy_Minimization_for_Few_Shot_Neural_Volume_Rendering/novel_views/img_60.png -------------------------------------------------------------------------------- /InfoNeRF_Ray_Entropy_Minimization_for_Few_Shot_Neural_Volume_Rendering/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/InfoNeRF_Ray_Entropy_Minimization_for_Few_Shot_Neural_Volume_Rendering/requirements.txt -------------------------------------------------------------------------------- /Instant_Neural_Graphics_Primitives_with_a_Multiresolution_Hash_Encoding/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Instant_Neural_Graphics_Primitives_with_a_Multiresolution_Hash_Encoding/README.md -------------------------------------------------------------------------------- /Instant_Neural_Graphics_Primitives_with_a_Multiresolution_Hash_Encoding/ngp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Instant_Neural_Graphics_Primitives_with_a_Multiresolution_Hash_Encoding/ngp.py -------------------------------------------------------------------------------- /Instant_Neural_Graphics_Primitives_with_a_Multiresolution_Hash_Encoding/novel_views/img_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Instant_Neural_Graphics_Primitives_with_a_Multiresolution_Hash_Encoding/novel_views/img_0.png -------------------------------------------------------------------------------- /Instant_Neural_Graphics_Primitives_with_a_Multiresolution_Hash_Encoding/novel_views/img_120.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Instant_Neural_Graphics_Primitives_with_a_Multiresolution_Hash_Encoding/novel_views/img_120.png -------------------------------------------------------------------------------- /Instant_Neural_Graphics_Primitives_with_a_Multiresolution_Hash_Encoding/novel_views/img_180.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Instant_Neural_Graphics_Primitives_with_a_Multiresolution_Hash_Encoding/novel_views/img_180.png -------------------------------------------------------------------------------- /Instant_Neural_Graphics_Primitives_with_a_Multiresolution_Hash_Encoding/novel_views/img_60.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Instant_Neural_Graphics_Primitives_with_a_Multiresolution_Hash_Encoding/novel_views/img_60.png -------------------------------------------------------------------------------- /Instant_Neural_Graphics_Primitives_with_a_Multiresolution_Hash_Encoding/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Instant_Neural_Graphics_Primitives_with_a_Multiresolution_Hash_Encoding/requirements.txt -------------------------------------------------------------------------------- /KPlanes_Explicit_Radiance_Fields_in_Space_Time_and_Appearance/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/KPlanes_Explicit_Radiance_Fields_in_Space_Time_and_Appearance/README.md -------------------------------------------------------------------------------- /KPlanes_Explicit_Radiance_Fields_in_Space_Time_and_Appearance/kplanes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/KPlanes_Explicit_Radiance_Fields_in_Space_Time_and_Appearance/kplanes.py -------------------------------------------------------------------------------- /KPlanes_Explicit_Radiance_Fields_in_Space_Time_and_Appearance/novel_views/img_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/KPlanes_Explicit_Radiance_Fields_in_Space_Time_and_Appearance/novel_views/img_0.png -------------------------------------------------------------------------------- /KPlanes_Explicit_Radiance_Fields_in_Space_Time_and_Appearance/novel_views/img_120.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/KPlanes_Explicit_Radiance_Fields_in_Space_Time_and_Appearance/novel_views/img_120.png -------------------------------------------------------------------------------- /KPlanes_Explicit_Radiance_Fields_in_Space_Time_and_Appearance/novel_views/img_180.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/KPlanes_Explicit_Radiance_Fields_in_Space_Time_and_Appearance/novel_views/img_180.png -------------------------------------------------------------------------------- /KPlanes_Explicit_Radiance_Fields_in_Space_Time_and_Appearance/novel_views/img_60.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/KPlanes_Explicit_Radiance_Fields_in_Space_Time_and_Appearance/novel_views/img_60.png -------------------------------------------------------------------------------- /KPlanes_Explicit_Radiance_Fields_in_Space_Time_and_Appearance/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/KPlanes_Explicit_Radiance_Fields_in_Space_Time_and_Appearance/requirements.txt -------------------------------------------------------------------------------- /KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs/README.md -------------------------------------------------------------------------------- /KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs/kilo_nerf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs/kilo_nerf.py -------------------------------------------------------------------------------- /KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs/novel_views/img_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs/novel_views/img_0.png -------------------------------------------------------------------------------- /KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs/novel_views/img_120.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs/novel_views/img_120.png -------------------------------------------------------------------------------- /KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs/novel_views/img_180.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs/novel_views/img_180.png -------------------------------------------------------------------------------- /KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs/novel_views/img_60.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs/novel_views/img_60.png -------------------------------------------------------------------------------- /KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/KiloNeRF_Speeding_up_Neural_Radiance_Fields_with_Thousands_of_Tiny_MLPs/requirements.txt -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/LICENSE -------------------------------------------------------------------------------- /Learned_Initializations_for_Optimizing_Coordinate_Based_Neural_Representations/Imgs/meta_mv.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Learned_Initializations_for_Optimizing_Coordinate_Based_Neural_Representations/Imgs/meta_mv.png -------------------------------------------------------------------------------- /Learned_Initializations_for_Optimizing_Coordinate_Based_Neural_Representations/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Learned_Initializations_for_Optimizing_Coordinate_Based_Neural_Representations/README.md -------------------------------------------------------------------------------- /Learned_Initializations_for_Optimizing_Coordinate_Based_Neural_Representations/data/.gitignore: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /Learned_Initializations_for_Optimizing_Coordinate_Based_Neural_Representations/nerf_mv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Learned_Initializations_for_Optimizing_Coordinate_Based_Neural_Representations/nerf_mv.py -------------------------------------------------------------------------------- /Learned_Initializations_for_Optimizing_Coordinate_Based_Neural_Representations/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Learned_Initializations_for_Optimizing_Coordinate_Based_Neural_Representations/requirements.txt -------------------------------------------------------------------------------- /Least_Squares_Generative_Adversarial_Networks/Imgs/lsgan.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Least_Squares_Generative_Adversarial_Networks/Imgs/lsgan.png -------------------------------------------------------------------------------- /Least_Squares_Generative_Adversarial_Networks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Least_Squares_Generative_Adversarial_Networks/README.md -------------------------------------------------------------------------------- /Least_Squares_Generative_Adversarial_Networks/lsgan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Least_Squares_Generative_Adversarial_Networks/lsgan.py -------------------------------------------------------------------------------- /Least_Squares_Generative_Adversarial_Networks/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Least_Squares_Generative_Adversarial_Networks/requirements.txt -------------------------------------------------------------------------------- /Likelihood_free_MCMC_with_Amortized_Approximate_Ratio_Estimators/AALR-MCMC.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Likelihood_free_MCMC_with_Amortized_Approximate_Ratio_Estimators/AALR-MCMC.py -------------------------------------------------------------------------------- /Likelihood_free_MCMC_with_Amortized_Approximate_Ratio_Estimators/Imgs/posteriors_from_the_tractable_benchmark.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Likelihood_free_MCMC_with_Amortized_Approximate_Ratio_Estimators/Imgs/posteriors_from_the_tractable_benchmark.png -------------------------------------------------------------------------------- /Likelihood_free_MCMC_with_Amortized_Approximate_Ratio_Estimators/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Likelihood_free_MCMC_with_Amortized_Approximate_Ratio_Estimators/README.md -------------------------------------------------------------------------------- /Likelihood_free_MCMC_with_Amortized_Approximate_Ratio_Estimators/requirements.txt: -------------------------------------------------------------------------------- 1 | matplotlib==3.3.2 2 | torch==1.7.1 3 | tqdm==4.50.2 -------------------------------------------------------------------------------- /Masked_Autoregressive_Flow_for_Density_Estimation/Imgs/samples_maf.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Masked_Autoregressive_Flow_for_Density_Estimation/Imgs/samples_maf.png -------------------------------------------------------------------------------- /Masked_Autoregressive_Flow_for_Density_Estimation/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Masked_Autoregressive_Flow_for_Density_Estimation/README.md -------------------------------------------------------------------------------- /Masked_Autoregressive_Flow_for_Density_Estimation/maf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Masked_Autoregressive_Flow_for_Density_Estimation/maf.py -------------------------------------------------------------------------------- /Masked_Autoregressive_Flow_for_Density_Estimation/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Masked_Autoregressive_Flow_for_Density_Estimation/requirements.txt -------------------------------------------------------------------------------- /Maxout_Networks/Imgs/maxout_networks.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Maxout_Networks/Imgs/maxout_networks.png -------------------------------------------------------------------------------- /Maxout_Networks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Maxout_Networks/README.md -------------------------------------------------------------------------------- /Maxout_Networks/maxout_networks.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Maxout_Networks/maxout_networks.py -------------------------------------------------------------------------------- /Maxout_Networks/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Maxout_Networks/requirements.txt -------------------------------------------------------------------------------- /Model_Agnostic_Meta_Learning_for_Fast_Adaptation_of_Deep_Networks/Imgs/maml.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Model_Agnostic_Meta_Learning_for_Fast_Adaptation_of_Deep_Networks/Imgs/maml.png -------------------------------------------------------------------------------- /Model_Agnostic_Meta_Learning_for_Fast_Adaptation_of_Deep_Networks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Model_Agnostic_Meta_Learning_for_Fast_Adaptation_of_Deep_Networks/README.md -------------------------------------------------------------------------------- /Model_Agnostic_Meta_Learning_for_Fast_Adaptation_of_Deep_Networks/maml.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Model_Agnostic_Meta_Learning_for_Fast_Adaptation_of_Deep_Networks/maml.py -------------------------------------------------------------------------------- /Model_Agnostic_Meta_Learning_for_Fast_Adaptation_of_Deep_Networks/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Model_Agnostic_Meta_Learning_for_Fast_Adaptation_of_Deep_Networks/requirements.txt -------------------------------------------------------------------------------- /Multiplicative_Filter_Networks/Imgs/Multiplicative_Filter_Networks.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Multiplicative_Filter_Networks/Imgs/Multiplicative_Filter_Networks.png -------------------------------------------------------------------------------- /Multiplicative_Filter_Networks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Multiplicative_Filter_Networks/README.md -------------------------------------------------------------------------------- /Multiplicative_Filter_Networks/mfn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Multiplicative_Filter_Networks/mfn.py -------------------------------------------------------------------------------- /Multiplicative_Filter_Networks/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Multiplicative_Filter_Networks/requirements.txt -------------------------------------------------------------------------------- /NICE_Non_linear_Independent_Components_Estimation/Imgs/Generated_MNIST_data.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/NICE_Non_linear_Independent_Components_Estimation/Imgs/Generated_MNIST_data.png -------------------------------------------------------------------------------- /NICE_Non_linear_Independent_Components_Estimation/NICE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/NICE_Non_linear_Independent_Components_Estimation/NICE.py -------------------------------------------------------------------------------- /NICE_Non_linear_Independent_Components_Estimation/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/NICE_Non_linear_Independent_Components_Estimation/README.md -------------------------------------------------------------------------------- /NICE_Non_linear_Independent_Components_Estimation/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/NICE_Non_linear_Independent_Components_Estimation/requirements.txt -------------------------------------------------------------------------------- /NeRF_Representing_Scenes_as_Neural_Radiance_Fields_for_View_Synthesis/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/NeRF_Representing_Scenes_as_Neural_Radiance_Fields_for_View_Synthesis/README.md -------------------------------------------------------------------------------- /NeRF_Representing_Scenes_as_Neural_Radiance_Fields_for_View_Synthesis/nerf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/NeRF_Representing_Scenes_as_Neural_Radiance_Fields_for_View_Synthesis/nerf.py -------------------------------------------------------------------------------- /NeRF_Representing_Scenes_as_Neural_Radiance_Fields_for_View_Synthesis/novel_views/img_0_hf_6.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/NeRF_Representing_Scenes_as_Neural_Radiance_Fields_for_View_Synthesis/novel_views/img_0_hf_6.png -------------------------------------------------------------------------------- /NeRF_Representing_Scenes_as_Neural_Radiance_Fields_for_View_Synthesis/novel_views/img_10_hf_6.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/NeRF_Representing_Scenes_as_Neural_Radiance_Fields_for_View_Synthesis/novel_views/img_10_hf_6.png -------------------------------------------------------------------------------- /NeRF_Representing_Scenes_as_Neural_Radiance_Fields_for_View_Synthesis/novel_views/img_20_hf_6.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/NeRF_Representing_Scenes_as_Neural_Radiance_Fields_for_View_Synthesis/novel_views/img_20_hf_6.png -------------------------------------------------------------------------------- /NeRF_Representing_Scenes_as_Neural_Radiance_Fields_for_View_Synthesis/novel_views/img_30_hf_6.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/NeRF_Representing_Scenes_as_Neural_Radiance_Fields_for_View_Synthesis/novel_views/img_30_hf_6.png -------------------------------------------------------------------------------- /NeRF_Representing_Scenes_as_Neural_Radiance_Fields_for_View_Synthesis/novel_views/novel_views.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/NeRF_Representing_Scenes_as_Neural_Radiance_Fields_for_View_Synthesis/novel_views/novel_views.gif -------------------------------------------------------------------------------- /NeRF_Representing_Scenes_as_Neural_Radiance_Fields_for_View_Synthesis/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/NeRF_Representing_Scenes_as_Neural_Radiance_Fields_for_View_Synthesis/requirements.txt -------------------------------------------------------------------------------- /Network_In_Network/Imgs/nin.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Network_In_Network/Imgs/nin.png -------------------------------------------------------------------------------- /Network_In_Network/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Network_In_Network/README.md -------------------------------------------------------------------------------- /Network_In_Network/nin.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Network_In_Network/nin.py -------------------------------------------------------------------------------- /Network_In_Network/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Network_In_Network/requirements.txt -------------------------------------------------------------------------------- /Neural_Radiance_Fields_Without_Known_Camera_Parameters/Imgs/novel_view.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Neural_Radiance_Fields_Without_Known_Camera_Parameters/Imgs/novel_view.png -------------------------------------------------------------------------------- /Neural_Radiance_Fields_Without_Known_Camera_Parameters/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Neural_Radiance_Fields_Without_Known_Camera_Parameters/README.md -------------------------------------------------------------------------------- /Neural_Radiance_Fields_Without_Known_Camera_Parameters/nerfmm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Neural_Radiance_Fields_Without_Known_Camera_Parameters/nerfmm.py -------------------------------------------------------------------------------- /Neural_Radiance_Fields_Without_Known_Camera_Parameters/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Neural_Radiance_Fields_Without_Known_Camera_Parameters/requirements.txt -------------------------------------------------------------------------------- /On_First_Order_Meta_Learning_Algorithms/Imgs/Demonstration_of_reptile.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/On_First_Order_Meta_Learning_Algorithms/Imgs/Demonstration_of_reptile.png -------------------------------------------------------------------------------- /On_First_Order_Meta_Learning_Algorithms/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/On_First_Order_Meta_Learning_Algorithms/README.md -------------------------------------------------------------------------------- /On_First_Order_Meta_Learning_Algorithms/reptile.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/On_First_Order_Meta_Learning_Algorithms/reptile.py -------------------------------------------------------------------------------- /On_First_Order_Meta_Learning_Algorithms/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/On_First_Order_Meta_Learning_Algorithms/requirements.txt -------------------------------------------------------------------------------- /On_the_Variance_of_the_Adaptive_Learning_Rate_and_Beyond/Imgs/RAdam.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/On_the_Variance_of_the_Adaptive_Learning_Rate_and_Beyond/Imgs/RAdam.png -------------------------------------------------------------------------------- /On_the_Variance_of_the_Adaptive_Learning_Rate_and_Beyond/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/On_the_Variance_of_the_Adaptive_Learning_Rate_and_Beyond/README.md -------------------------------------------------------------------------------- /On_the_Variance_of_the_Adaptive_Learning_Rate_and_Beyond/radam.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/On_the_Variance_of_the_Adaptive_Learning_Rate_and_Beyond/radam.py -------------------------------------------------------------------------------- /On_the_Variance_of_the_Adaptive_Learning_Rate_and_Beyond/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/On_the_Variance_of_the_Adaptive_Learning_Rate_and_Beyond/requirements.txt -------------------------------------------------------------------------------- /Optimizing_Millions_of_Hyperparameters_by_Implicit_Differentiation/Imgs/Classification_error.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Optimizing_Millions_of_Hyperparameters_by_Implicit_Differentiation/Imgs/Classification_error.png -------------------------------------------------------------------------------- /Optimizing_Millions_of_Hyperparameters_by_Implicit_Differentiation/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Optimizing_Millions_of_Hyperparameters_by_Implicit_Differentiation/README.md -------------------------------------------------------------------------------- /Optimizing_Millions_of_Hyperparameters_by_Implicit_Differentiation/gradient_based_HO.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Optimizing_Millions_of_Hyperparameters_by_Implicit_Differentiation/gradient_based_HO.py -------------------------------------------------------------------------------- /Optimizing_Millions_of_Hyperparameters_by_Implicit_Differentiation/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Optimizing_Millions_of_Hyperparameters_by_Implicit_Differentiation/requirements.txt -------------------------------------------------------------------------------- /Playing_Atari_with_Deep_Reinforcement_Learning/Imgs/average_reward_on_breakout.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Playing_Atari_with_Deep_Reinforcement_Learning/Imgs/average_reward_on_breakout.png -------------------------------------------------------------------------------- /Playing_Atari_with_Deep_Reinforcement_Learning/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Playing_Atari_with_Deep_Reinforcement_Learning/README.md -------------------------------------------------------------------------------- /Playing_Atari_with_Deep_Reinforcement_Learning/dqn.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Playing_Atari_with_Deep_Reinforcement_Learning/dqn.gif -------------------------------------------------------------------------------- /Playing_Atari_with_Deep_Reinforcement_Learning/dqn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Playing_Atari_with_Deep_Reinforcement_Learning/dqn.py -------------------------------------------------------------------------------- /Playing_Atari_with_Deep_Reinforcement_Learning/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Playing_Atari_with_Deep_Reinforcement_Learning/requirements.txt -------------------------------------------------------------------------------- /PlenOctrees_for_Real_time_Rendering_of_Neural_Radiance_Fields/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/PlenOctrees_for_Real_time_Rendering_of_Neural_Radiance_Fields/README.md -------------------------------------------------------------------------------- /PlenOctrees_for_Real_time_Rendering_of_Neural_Radiance_Fields/nerf-sg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/PlenOctrees_for_Real_time_Rendering_of_Neural_Radiance_Fields/nerf-sg.py -------------------------------------------------------------------------------- /PlenOctrees_for_Real_time_Rendering_of_Neural_Radiance_Fields/novel_views/img_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/PlenOctrees_for_Real_time_Rendering_of_Neural_Radiance_Fields/novel_views/img_0.png -------------------------------------------------------------------------------- /PlenOctrees_for_Real_time_Rendering_of_Neural_Radiance_Fields/novel_views/img_120.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/PlenOctrees_for_Real_time_Rendering_of_Neural_Radiance_Fields/novel_views/img_120.png -------------------------------------------------------------------------------- /PlenOctrees_for_Real_time_Rendering_of_Neural_Radiance_Fields/novel_views/img_180.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/PlenOctrees_for_Real_time_Rendering_of_Neural_Radiance_Fields/novel_views/img_180.png -------------------------------------------------------------------------------- /PlenOctrees_for_Real_time_Rendering_of_Neural_Radiance_Fields/novel_views/img_60.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/PlenOctrees_for_Real_time_Rendering_of_Neural_Radiance_Fields/novel_views/img_60.png -------------------------------------------------------------------------------- /PlenOctrees_for_Real_time_Rendering_of_Neural_Radiance_Fields/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/PlenOctrees_for_Real_time_Rendering_of_Neural_Radiance_Fields/requirements.txt -------------------------------------------------------------------------------- /Plenoxels_Radiance_Fields_without_Neural_Networks/Imgs/img_0.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Plenoxels_Radiance_Fields_without_Neural_Networks/Imgs/img_0.png -------------------------------------------------------------------------------- /Plenoxels_Radiance_Fields_without_Neural_Networks/Imgs/img_120.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Plenoxels_Radiance_Fields_without_Neural_Networks/Imgs/img_120.png -------------------------------------------------------------------------------- /Plenoxels_Radiance_Fields_without_Neural_Networks/Imgs/img_180.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Plenoxels_Radiance_Fields_without_Neural_Networks/Imgs/img_180.png -------------------------------------------------------------------------------- /Plenoxels_Radiance_Fields_without_Neural_Networks/Imgs/img_60.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Plenoxels_Radiance_Fields_without_Neural_Networks/Imgs/img_60.png -------------------------------------------------------------------------------- /Plenoxels_Radiance_Fields_without_Neural_Networks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Plenoxels_Radiance_Fields_without_Neural_Networks/README.md -------------------------------------------------------------------------------- /Plenoxels_Radiance_Fields_without_Neural_Networks/plenoxels.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Plenoxels_Radiance_Fields_without_Neural_Networks/plenoxels.py -------------------------------------------------------------------------------- /Plenoxels_Radiance_Fields_without_Neural_Networks/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Plenoxels_Radiance_Fields_without_Neural_Networks/requirements.txt -------------------------------------------------------------------------------- /Proximal_Policy_Optimization_Algorithms/Imgs/average_reward_on_breakout.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Proximal_Policy_Optimization_Algorithms/Imgs/average_reward_on_breakout.png -------------------------------------------------------------------------------- /Proximal_Policy_Optimization_Algorithms/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Proximal_Policy_Optimization_Algorithms/README.md -------------------------------------------------------------------------------- /Proximal_Policy_Optimization_Algorithms/ppo.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Proximal_Policy_Optimization_Algorithms/ppo.gif -------------------------------------------------------------------------------- /Proximal_Policy_Optimization_Algorithms/ppo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Proximal_Policy_Optimization_Algorithms/ppo.py -------------------------------------------------------------------------------- /Proximal_Policy_Optimization_Algorithms/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Proximal_Policy_Optimization_Algorithms/requirements.txt -------------------------------------------------------------------------------- /Pseudo_Numerical_Methods_for_Diffusion_Models_on_Manifolds/Imgs/pndms_samples.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Pseudo_Numerical_Methods_for_Diffusion_Models_on_Manifolds/Imgs/pndms_samples.png -------------------------------------------------------------------------------- /Pseudo_Numerical_Methods_for_Diffusion_Models_on_Manifolds/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Pseudo_Numerical_Methods_for_Diffusion_Models_on_Manifolds/README.md -------------------------------------------------------------------------------- /Pseudo_Numerical_Methods_for_Diffusion_Models_on_Manifolds/pndms_solver.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Pseudo_Numerical_Methods_for_Diffusion_Models_on_Manifolds/pndms_solver.py -------------------------------------------------------------------------------- /Pseudo_Numerical_Methods_for_Diffusion_Models_on_Manifolds/requirements.txt: -------------------------------------------------------------------------------- 1 | matplotlib==3.5.3 2 | torch==1.12.0 3 | tqdm==4.64.1 -------------------------------------------------------------------------------- /Pseudo_Numerical_Methods_for_Diffusion_Models_on_Manifolds/unet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Pseudo_Numerical_Methods_for_Diffusion_Models_on_Manifolds/unet.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/README.md -------------------------------------------------------------------------------- /Self_Normalizing_Neural_Networks/Imgs/snn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Self_Normalizing_Neural_Networks/Imgs/snn.png -------------------------------------------------------------------------------- /Self_Normalizing_Neural_Networks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Self_Normalizing_Neural_Networks/README.md -------------------------------------------------------------------------------- /Self_Normalizing_Neural_Networks/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Self_Normalizing_Neural_Networks/requirements.txt -------------------------------------------------------------------------------- /Self_Normalizing_Neural_Networks/selu.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Self_Normalizing_Neural_Networks/selu.py -------------------------------------------------------------------------------- /Sequential_Neural_Likelihood/Imgs/posterior_samples.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Sequential_Neural_Likelihood/Imgs/posterior_samples.png -------------------------------------------------------------------------------- /Sequential_Neural_Likelihood/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Sequential_Neural_Likelihood/README.md -------------------------------------------------------------------------------- /Sequential_Neural_Likelihood/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Sequential_Neural_Likelihood/requirements.txt -------------------------------------------------------------------------------- /Sequential_Neural_Likelihood/snl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Sequential_Neural_Likelihood/snl.py -------------------------------------------------------------------------------- /Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/README.md -------------------------------------------------------------------------------- /Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/camera_trajectories/kitchen_orbit.pt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/camera_trajectories/kitchen_orbit.pt -------------------------------------------------------------------------------- /Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/novel_views/frame_0000.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/novel_views/frame_0000.png -------------------------------------------------------------------------------- /Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/novel_views/frame_0090.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/novel_views/frame_0090.png -------------------------------------------------------------------------------- /Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/novel_views/frame_0180.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/novel_views/frame_0180.png -------------------------------------------------------------------------------- /Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/novel_views/frame_0270.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/novel_views/frame_0270.png -------------------------------------------------------------------------------- /Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/out_colmap/kitchen/cam_meta.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/out_colmap/kitchen/cam_meta.npy -------------------------------------------------------------------------------- /Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/requirements.txt -------------------------------------------------------------------------------- /Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/speedy_splat.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Speedy_Splat_Fast_3D_Gaussian_Splatting_with_Sparse_Pixels_and_Sparse_Primitives/speedy_splat.py -------------------------------------------------------------------------------- /Unpaired_Image_to_Image_Translation_using_Cycle_Consistent_Adversarial_Networks/Imgs/cycle_gan.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Unpaired_Image_to_Image_Translation_using_Cycle_Consistent_Adversarial_Networks/Imgs/cycle_gan.png -------------------------------------------------------------------------------- /Unpaired_Image_to_Image_Translation_using_Cycle_Consistent_Adversarial_Networks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Unpaired_Image_to_Image_Translation_using_Cycle_Consistent_Adversarial_Networks/README.md -------------------------------------------------------------------------------- /Unpaired_Image_to_Image_Translation_using_Cycle_Consistent_Adversarial_Networks/cycle_gan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Unpaired_Image_to_Image_Translation_using_Cycle_Consistent_Adversarial_Networks/cycle_gan.py -------------------------------------------------------------------------------- /Unpaired_Image_to_Image_Translation_using_Cycle_Consistent_Adversarial_Networks/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Unpaired_Image_to_Image_Translation_using_Cycle_Consistent_Adversarial_Networks/requirements.txt -------------------------------------------------------------------------------- /Unsupervised_Representation_Learning_with_Deep_Convolutional_Generative_Adversarial_Networks/Imgs/generated_bedrooms_after_five_epoch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Unsupervised_Representation_Learning_with_Deep_Convolutional_Generative_Adversarial_Networks/Imgs/generated_bedrooms_after_five_epoch.png -------------------------------------------------------------------------------- /Unsupervised_Representation_Learning_with_Deep_Convolutional_Generative_Adversarial_Networks/Imgs/generated_bedrooms_after_one_epoch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Unsupervised_Representation_Learning_with_Deep_Convolutional_Generative_Adversarial_Networks/Imgs/generated_bedrooms_after_one_epoch.png -------------------------------------------------------------------------------- /Unsupervised_Representation_Learning_with_Deep_Convolutional_Generative_Adversarial_Networks/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Unsupervised_Representation_Learning_with_Deep_Convolutional_Generative_Adversarial_Networks/README.md -------------------------------------------------------------------------------- /Unsupervised_Representation_Learning_with_Deep_Convolutional_Generative_Adversarial_Networks/conv_gan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Unsupervised_Representation_Learning_with_Deep_Convolutional_Generative_Adversarial_Networks/conv_gan.py -------------------------------------------------------------------------------- /Unsupervised_Representation_Learning_with_Deep_Convolutional_Generative_Adversarial_Networks/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Unsupervised_Representation_Learning_with_Deep_Convolutional_Generative_Adversarial_Networks/requirements.txt -------------------------------------------------------------------------------- /Variational_Inference_with_Normalizing_Flows/Flows.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Variational_Inference_with_Normalizing_Flows/Flows.py -------------------------------------------------------------------------------- /Variational_Inference_with_Normalizing_Flows/Imgs/learned_densities.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Variational_Inference_with_Normalizing_Flows/Imgs/learned_densities.png -------------------------------------------------------------------------------- /Variational_Inference_with_Normalizing_Flows/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Variational_Inference_with_Normalizing_Flows/README.md -------------------------------------------------------------------------------- /Variational_Inference_with_Normalizing_Flows/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Variational_Inference_with_Normalizing_Flows/requirements.txt -------------------------------------------------------------------------------- /Wasserstein_GAN/Imgs/generated_images.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Wasserstein_GAN/Imgs/generated_images.png -------------------------------------------------------------------------------- /Wasserstein_GAN/Imgs/wgan_loss.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Wasserstein_GAN/Imgs/wgan_loss.png -------------------------------------------------------------------------------- /Wasserstein_GAN/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Wasserstein_GAN/README.md -------------------------------------------------------------------------------- /Wasserstein_GAN/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Wasserstein_GAN/requirements.txt -------------------------------------------------------------------------------- /Wasserstein_GAN/wgan.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/MaximeVandegar/Papers-in-100-Lines-of-Code/HEAD/Wasserstein_GAN/wgan.py --------------------------------------------------------------------------------