├── .all-contributorsrc ├── .github ├── contributing.md └── workflows │ ├── download_slides.yml │ ├── notebook-pr.yaml │ ├── publish-book.yaml │ └── publish_book_local.yaml ├── .gitignore ├── CNAME ├── LICENSE-CODE.md ├── LICENSE.md ├── README.md ├── book ├── README.md ├── _config.yml ├── intro.md └── nma-dl-logo-square-4xp.png ├── environment.yml ├── projects ├── ComputerVision │ ├── Image_Alignment.ipynb │ ├── README.md │ ├── data_augmentation.ipynb │ ├── em_synapses.ipynb │ ├── ideas_and_datasets.md │ ├── screws.ipynb │ ├── slides.md │ ├── spectrogram_analysis.ipynb │ └── transfer_learning.ipynb ├── NaturalLanguageProcessing │ ├── README.md │ ├── ideas_and_datasets.md │ ├── machine_translation.ipynb │ ├── sentiment_analysis.ipynb │ └── slides.md ├── Neuroscience │ ├── README.md │ ├── algonauts_videos.ipynb │ ├── blurry_vision.ipynb │ ├── cellular_segmentation.ipynb │ ├── finetuning_fmri.ipynb │ ├── ideas_and_datasets.md │ ├── neuro_seq_to_seq.ipynb │ ├── pose_estimation.ipynb │ └── slides.md ├── README.md ├── ReinforcementLearning │ ├── README.md │ ├── human_rl.ipynb │ ├── ideas_and_datasets.md │ ├── lunar_lander.ipynb │ ├── robolympics.ipynb │ └── slides.md ├── docs │ ├── datasets_and_models.md │ ├── project_2020_highlights.md │ ├── project_guidance.md │ ├── project_templates.md │ ├── projects_overview.md │ └── template_images │ │ ├── algonauts_videos.svg │ │ ├── blurry_vision.svg │ │ ├── cellular_segmentation.svg │ │ ├── data_augmentation.svg │ │ ├── em_synapses.svg │ │ ├── finetuning_fmri.svg │ │ ├── human_rl.svg │ │ ├── image_alignment.svg │ │ ├── lunar_lander.svg │ │ ├── machine_translation.svg │ │ ├── neuro_seq_to_seq.svg │ │ ├── pose_estimation.svg │ │ ├── robolympics.svg │ │ ├── screws.svg │ │ ├── sentiment_analysis.svg │ │ ├── spectrogram_analysis.svg │ │ └── transfer_learning.svg ├── modelingsteps │ ├── Example_Deep_Learning_Project.ipynb │ ├── ModelingSteps_10_DL.ipynb │ ├── ModelingSteps_1through2_DL.ipynb │ ├── ModelingSteps_3through4_DL.ipynb │ ├── ModelingSteps_5through6_DL.ipynb │ ├── ModelingSteps_7through9_DL.ipynb │ ├── TrainIllusionDataProjectDL.ipynb │ ├── TrainIllusionModelingProjectDL.ipynb │ └── intro.md ├── project_materials.yml └── static │ ├── .gitkeep │ ├── DL_model_schematic.jpg │ ├── Screenshot_AddShortcutToPoseData.png │ ├── bison.3.600.jpg │ ├── cellular_segmentation_image.png │ ├── lunar_lander.png │ ├── modeling_step6.png │ ├── multiselect_cellular.gif │ └── seq2seq.png ├── requirements.txt └── tutorials ├── Art └── .gitkeep ├── Bonus_DeployModels ├── Bonus_Tutorial1.ipynb ├── README.md ├── instructor │ └── Bonus_Tutorial1.ipynb └── student │ └── Bonus_Tutorial1.ipynb ├── Module_WrapUps ├── FineTuning.ipynb ├── NaturalLanguageProcessing.ipynb ├── ReinforcementLearning.ipynb ├── instructor │ ├── FineTuning.ipynb │ ├── NaturalLanguageProcessing.ipynb │ └── ReinforcementLearning.ipynb └── student │ ├── FineTuning.ipynb │ ├── NaturalLanguageProcessing.ipynb │ └── ReinforcementLearning.ipynb ├── README.md ├── Schedule ├── daily_schedules.md ├── schedule_intro.md ├── shared_calendars.md └── timezone_widget.md ├── TechnicalHelp ├── Discord.md ├── Jupyterbook.md ├── Links_Policy.md ├── Tutorial_colab.md ├── Tutorial_kaggle.md ├── chapter_cover.png └── tech_intro.md ├── W1D1_BasicsAndPytorch ├── README.md ├── W1D1_Tutorial1.ipynb ├── instructor │ └── W1D1_Tutorial1.ipynb ├── solutions │ ├── W1D1_Tutorial1_Solution_10c96625.py │ ├── W1D1_Tutorial1_Solution_1c5a709e.py │ ├── W1D1_Tutorial1_Solution_21a88cd0.py │ ├── W1D1_Tutorial1_Solution_234c6f74.py │ ├── W1D1_Tutorial1_Solution_4ee0dee3.py │ ├── W1D1_Tutorial1_Solution_63f6a21a.py │ ├── W1D1_Tutorial1_Solution_7137e978.py │ ├── W1D1_Tutorial1_Solution_84663577.py │ ├── W1D1_Tutorial1_Solution_b04bd357.py │ ├── W1D1_Tutorial1_Solution_bb83a0e6.py │ └── W1D1_Tutorial1_Solution_fd3bd4a1.py ├── static │ ├── W1D1_Tutorial1_Solution_1c5a709e_1.png │ └── W1D1_Tutorial1_Solution_b04bd357_0.png └── student │ └── W1D1_Tutorial1.ipynb ├── W1D2_LinearDeepLearning ├── README.md ├── W1D2_BonusLecture.ipynb ├── W1D2_Tutorial1.ipynb ├── W1D2_Tutorial2.ipynb ├── W1D2_Tutorial3.ipynb ├── instructor │ ├── W1D2_BonusLecture.ipynb │ ├── W1D2_Tutorial1.ipynb │ ├── W1D2_Tutorial2.ipynb │ └── W1D2_Tutorial3.ipynb ├── solutions │ ├── W1D2_Tutorial1_Solution_25404147.py │ ├── W1D2_Tutorial1_Solution_5901bdf4.py │ ├── W1D2_Tutorial1_Solution_8510dab4.py │ ├── W1D2_Tutorial2_Solution_61f7913e.py │ ├── W1D2_Tutorial3_Solution_322ede5f.py │ ├── W1D2_Tutorial3_Solution_8291e408.py │ ├── W1D2_Tutorial3_Solution_aa3d6993.py │ └── W1D2_Tutorial3_Solution_e65fa809.py ├── static │ ├── comput_graph.png │ ├── comput_graph_full.png │ ├── neural_net.png │ ├── shallow_narrow.png │ ├── shallow_narrow_nn.png │ ├── shark_tree.png │ ├── simple_graph.png │ └── tree.png └── student │ ├── W1D2_BonusLecture.ipynb │ ├── W1D2_Tutorial1.ipynb │ ├── W1D2_Tutorial2.ipynb │ └── W1D2_Tutorial3.ipynb ├── W1D3_MultiLayerPerceptrons ├── README.md ├── W1D3_Tutorial1.ipynb ├── W1D3_Tutorial2.ipynb ├── instructor │ ├── W1D3_Tutorial1.ipynb │ └── W1D3_Tutorial2.ipynb ├── solutions │ ├── W1D3_Tutorial1_Solution_23ab5734.py │ ├── W1D3_Tutorial1_Solution_4049041f.py │ ├── W1D3_Tutorial1_Solution_47ad29c3.py │ ├── W1D3_Tutorial1_Solution_61854a92.py │ ├── W1D3_Tutorial1_Solution_70e48a17.py │ ├── W1D3_Tutorial1_Solution_a1ac91af.py │ ├── W1D3_Tutorial1_Solution_c71914b5.py │ ├── W1D3_Tutorial1_Solution_d38a6c69.py │ ├── W1D3_Tutorial2_Solution_2e0f7e91.py │ ├── W1D3_Tutorial2_Solution_9a2666ab.py │ ├── W1D3_Tutorial2_Solution_bb717836.py │ ├── W1D3_Tutorial2_Solution_c8ca804d.py │ └── W1D3_Tutorial2_Solution_eb2e554f.py ├── static │ ├── W1D3_Tutorial1_Solution_61854a92_0.png │ ├── W1D3_Tutorial1_Solution_d38a6c69_0.png │ ├── W1D3_Tutorial2_Solution_2e0f7e91_1.png │ └── W1D3_Tutorial2_Solution_c8ca804d_11.png └── student │ ├── W1D3_Tutorial1.ipynb │ └── W1D3_Tutorial2.ipynb ├── W1D4_Optimization ├── README.md ├── W1D4_Tutorial1.ipynb ├── instructor │ └── W1D4_Tutorial1.ipynb ├── solutions │ ├── W1D4_Tutorial1_Solution_02847e9d.py │ ├── W1D4_Tutorial1_Solution_093a66ad.py │ ├── W1D4_Tutorial1_Solution_1ecffd5a.py │ ├── W1D4_Tutorial1_Solution_3fe0e5cf.py │ ├── W1D4_Tutorial1_Solution_5eaa9306.py │ ├── W1D4_Tutorial1_Solution_adc539df.py │ ├── W1D4_Tutorial1_Solution_c2013acf.py │ ├── W1D4_Tutorial1_Solution_c7070297.py │ ├── W1D4_Tutorial1_Solution_d69ca8d7.py │ ├── W1D4_Tutorial1_Solution_e46fc6a9.py │ └── W1D4_Tutorial1_Solution_f7291fed.py └── student │ └── W1D4_Tutorial1.ipynb ├── W2D1_Regularization ├── README.md ├── W2D1_Tutorial1.ipynb ├── W2D1_Tutorial2.ipynb ├── instructor │ ├── W2D1_Tutorial1.ipynb │ └── W2D1_Tutorial2.ipynb ├── solutions │ ├── W2D1_Tutorial1_Solution_06645513.py │ ├── W2D1_Tutorial1_Solution_1329e07b.py │ ├── W2D1_Tutorial1_Solution_566afa93.py │ ├── W2D1_Tutorial1_Solution_9a1dd7ea.py │ ├── W2D1_Tutorial1_Solution_d9ff50a5.py │ ├── W2D1_Tutorial2_Solution_27830940.py │ ├── W2D1_Tutorial2_Solution_35dd0628.py │ ├── W2D1_Tutorial2_Solution_519e352b.py │ ├── W2D1_Tutorial2_Solution_53c52ca2.py │ ├── W2D1_Tutorial2_Solution_5d866793.py │ ├── W2D1_Tutorial2_Solution_5da6bc2d.py │ └── W2D1_Tutorial2_Solution_a6995ce5.py └── student │ ├── W2D1_Tutorial1.ipynb │ └── W2D1_Tutorial2.ipynb ├── W2D2_ConvnetsAndDlThinking ├── README.md ├── W2D2_BonusLecture.ipynb ├── W2D2_Tutorial1.ipynb ├── W2D2_Tutorial2.ipynb ├── instructor │ ├── W2D2_BonusLecture.ipynb │ ├── W2D2_Tutorial1.ipynb │ └── W2D2_Tutorial2.ipynb ├── solutions │ ├── W2D2_Tutorial1_Solution_0adbc972.py │ ├── W2D2_Tutorial1_Solution_1279086f.py │ ├── W2D2_Tutorial1_Solution_168b8fcf.py │ ├── W2D2_Tutorial1_Solution_18b18cac.py │ ├── W2D2_Tutorial1_Solution_240aa557.py │ ├── W2D2_Tutorial1_Solution_309474b2.py │ ├── W2D2_Tutorial1_Solution_3ef24bd7.py │ ├── W2D2_Tutorial1_Solution_4f643447.py │ ├── W2D2_Tutorial1_Solution_6e9ea2ef.py │ ├── W2D2_Tutorial1_Solution_78a81e50.py │ ├── W2D2_Tutorial1_Solution_7c652c63.py │ ├── W2D2_Tutorial1_Solution_7cc3340b.py │ ├── W2D2_Tutorial1_Solution_800ed014.py │ ├── W2D2_Tutorial1_Solution_82e644f4.py │ ├── W2D2_Tutorial1_Solution_ae125a93.py │ └── W2D2_Tutorial1_Solution_c295e530.py ├── static │ ├── Backpropagation.gif │ ├── PoolingConvolution.svg │ ├── W2D2_Tutorial1_Solution_0adbc972_3.png │ ├── W2D2_Tutorial1_Solution_1279086f_3.png │ ├── W2D2_Tutorial1_Solution_240aa557_3.png │ ├── W2D2_Tutorial1_Solution_78a81e50_2.png │ ├── W2D2_Tutorial1_Solution_78a81e50_3.png │ ├── W2D2_Tutorial1_Solution_78a81e50_4.png │ ├── chicago_skyline_shrunk_v2.bmp │ ├── correlation.svg │ ├── img_params.png │ ├── interactive_demo2.2.html │ ├── interactive_demo2.html │ ├── interactive_demo3.3.html │ ├── interactive_demo3.html │ ├── relu.png │ ├── think0.png │ └── twain.txt └── student │ ├── W2D2_BonusLecture.ipynb │ ├── W2D2_Tutorial1.ipynb │ └── W2D2_Tutorial2.ipynb ├── W2D3_ModernConvnets ├── README.md ├── W2D3_Tutorial1.ipynb ├── W2D3_Tutorial2.ipynb ├── instructor │ ├── W2D3_Tutorial1.ipynb │ └── W2D3_Tutorial2.ipynb ├── solutions │ ├── W2D3_Tutorial1_Solution_022fd3bc.py │ ├── W2D3_Tutorial1_Solution_19a7c412.py │ ├── W2D3_Tutorial1_Solution_41a5e385.py │ ├── W2D3_Tutorial1_Solution_4b6904da.py │ ├── W2D3_Tutorial1_Solution_6a626573.py │ ├── W2D3_Tutorial1_Solution_6c5d1ac2.py │ ├── W2D3_Tutorial1_Solution_71e2a897.py │ ├── W2D3_Tutorial1_Solution_76558636.py │ ├── W2D3_Tutorial1_Solution_8bedde3e.py │ ├── W2D3_Tutorial1_Solution_981daf41.py │ ├── W2D3_Tutorial1_Solution_a8a38fce.py │ ├── W2D3_Tutorial1_Solution_b3ebfd81.py │ ├── W2D3_Tutorial1_Solution_baf0ef85.py │ ├── W2D3_Tutorial1_Solution_e6424437.py │ ├── W2D3_Tutorial2_Solution_2309aa23.py │ ├── W2D3_Tutorial2_Solution_63b9d19f.py │ └── W2D3_Tutorial2_Solution_9a053438.py ├── static │ ├── Pokémon_Pikachu_art.png │ ├── ResNets.png │ ├── SchematicCNN.png │ ├── W2D3_Tutorial1_Solution_baf0ef85_163.png │ ├── bonsai-svg-5.png │ ├── compute_vs_performance.png │ └── dog.jpg └── student │ ├── W2D3_Tutorial1.ipynb │ └── W2D3_Tutorial2.ipynb ├── W2D4_GenerativeModels ├── README.md ├── W2D4_BonusLecture.ipynb ├── W2D4_Tutorial1.ipynb ├── W2D4_Tutorial2.ipynb ├── W2D4_Tutorial3.ipynb ├── instructor │ ├── W2D4_BonusLecture.ipynb │ ├── W2D4_Tutorial1.ipynb │ ├── W2D4_Tutorial2.ipynb │ └── W2D4_Tutorial3.ipynb ├── solutions │ ├── W2D4_Tutorial1_Solution_09759a98.py │ ├── W2D4_Tutorial1_Solution_0e74baf7.py │ ├── W2D4_Tutorial1_Solution_2cc24bef.py │ ├── W2D4_Tutorial1_Solution_3872c34f.py │ ├── W2D4_Tutorial1_Solution_3b0c285b.py │ ├── W2D4_Tutorial1_Solution_71a661e8.py │ ├── W2D4_Tutorial1_Solution_775a81ae.py │ ├── W2D4_Tutorial1_Solution_f833b825.py │ ├── W2D4_Tutorial2_Solution_15da867a.py │ ├── W2D4_Tutorial2_Solution_1927e938.py │ ├── W2D4_Tutorial2_Solution_c3981c22.py │ ├── W2D4_Tutorial2_Solution_df13ac7f.py │ ├── W2D4_Tutorial3_Solution_0ded5c2e.py │ ├── W2D4_Tutorial3_Solution_263bbd8a.py │ ├── W2D4_Tutorial3_Solution_3fb699e4.py │ ├── W2D4_Tutorial3_Solution_5064d2b9.py │ └── W2D4_Tutorial3_Solution_514ccad3.py ├── static │ ├── W2D4_Tutorial2_Solution_c3981c22_1.png │ ├── conv_sizes.png │ └── deploy.png └── student │ ├── W2D4_BonusLecture.ipynb │ ├── W2D4_Tutorial1.ipynb │ ├── W2D4_Tutorial2.ipynb │ └── W2D4_Tutorial3.ipynb ├── W2D5_AttentionAndTransformers ├── README.md ├── W2D5_Tutorial1.ipynb ├── W2D5_Tutorial2.ipynb ├── instructor │ ├── W2D5_Tutorial1.ipynb │ └── W2D5_Tutorial2.ipynb ├── solutions │ ├── W2D5_Tutorial1_Solution_199a94f5.py │ ├── W2D5_Tutorial1_Solution_34164688.py │ ├── W2D5_Tutorial1_Solution_3cbb744c.py │ ├── W2D5_Tutorial1_Solution_65bfafd0.py │ ├── W2D5_Tutorial1_Solution_6eb81b0a.py │ ├── W2D5_Tutorial1_Solution_7f7e7324.py │ ├── W2D5_Tutorial1_Solution_997be265.py │ ├── W2D5_Tutorial1_Solution_b91fcccd.py │ └── W2D5_Tutorial1_Solution_c6d6e8c8.py ├── static │ └── transformers1.png └── student │ ├── W2D5_Tutorial1.ipynb │ └── W2D5_Tutorial2.ipynb ├── W3D1_TimeSeriesAndNaturalLanguageProcessing ├── README.md ├── W3D1_Tutorial1.ipynb ├── W3D1_Tutorial2.ipynb ├── W3D1_Tutorial3.ipynb ├── instructor │ ├── W3D1_Tutorial1.ipynb │ ├── W3D1_Tutorial2.ipynb │ └── W3D1_Tutorial3.ipynb ├── solutions │ ├── W3D1_Tutorial1_Solution_61e9bed5.py │ ├── W3D1_Tutorial1_Solution_99db2514.py │ ├── W3D1_Tutorial2_Solution_0b4b324d.py │ ├── W3D1_Tutorial2_Solution_0c69712b.py │ ├── W3D1_Tutorial2_Solution_56512dd6.py │ ├── W3D1_Tutorial2_Solution_6dc25f20.py │ ├── W3D1_Tutorial2_Solution_a3070a96.py │ └── W3D1_Tutorial2_Solution_de6c54b2.py ├── static │ ├── cell_chain.png │ ├── conv1d-channel.svg │ ├── conv1d.svg │ ├── encdecW2D5T2.png │ ├── gru-3.svg │ ├── karpathy.jpeg │ ├── lstm-1.svg │ ├── noising_process.png │ ├── rnn-2.gif │ ├── rnn.svg │ ├── rnnW3D1T2.png │ ├── seq2seq-predict.svg │ └── textcnn.svg └── student │ ├── W3D1_Tutorial1.ipynb │ ├── W3D1_Tutorial2.ipynb │ └── W3D1_Tutorial3.ipynb ├── W3D2_DlThinking2 ├── README.md ├── W3D2_Tutorial1.ipynb ├── instructor │ └── W3D2_Tutorial1.ipynb └── student │ └── W3D2_Tutorial1.ipynb ├── W3D3_UnsupervisedAndSelfSupervisedLearning ├── README.md ├── W3D3_BonusLecture.ipynb ├── W3D3_Tutorial1.ipynb ├── instructor │ ├── W3D3_BonusLecture.ipynb │ └── W3D3_Tutorial1.ipynb ├── solutions │ ├── W3D3_Tutorial1_Solution_118e3873.py │ ├── W3D3_Tutorial1_Solution_16901ca7.py │ ├── W3D3_Tutorial1_Solution_205ec8fe.py │ ├── W3D3_Tutorial1_Solution_2752aa1a.py │ ├── W3D3_Tutorial1_Solution_28e6be8a.py │ ├── W3D3_Tutorial1_Solution_50b74052.py │ ├── W3D3_Tutorial1_Solution_5d3ad579.py │ ├── W3D3_Tutorial1_Solution_5e470358.py │ ├── W3D3_Tutorial1_Solution_83f2e4e0.py │ ├── W3D3_Tutorial1_Solution_8b06362b.py │ ├── W3D3_Tutorial1_Solution_8da89b74.py │ ├── W3D3_Tutorial1_Solution_a25cd7d9.py │ ├── W3D3_Tutorial1_Solution_b605b4ed.py │ ├── W3D3_Tutorial1_Solution_b7aba28a.py │ ├── W3D3_Tutorial1_Solution_d96280b7.py │ ├── W3D3_Tutorial1_Solution_e5b876cb.py │ └── W3D3_Tutorial1_Solution_f066182b.py ├── static │ ├── W3D3_Tutorial1_Solution_16901ca7_3.png │ ├── W3D3_Tutorial1_Solution_8da89b74_1.png │ ├── W3D3_Tutorial1_Solution_8da89b74_2.png │ ├── W3D3_Tutorial1_Solution_b605b4ed_3.png │ └── W3D3_Tutorial1_Solution_f066182b_1.png └── student │ ├── W3D3_BonusLecture.ipynb │ └── W3D3_Tutorial1.ipynb ├── W3D4_BasicReinforcementLearning ├── README.md ├── W3D4_BonusLecture.ipynb ├── W3D4_Tutorial1.ipynb ├── instructor │ ├── W3D4_BonusLecture.ipynb │ └── W3D4_Tutorial1.ipynb ├── solutions │ ├── W3D4_Tutorial1_Solution_0102ee70.py │ ├── W3D4_Tutorial1_Solution_0f69d259.py │ ├── W3D4_Tutorial1_Solution_32802337.py │ ├── W3D4_Tutorial1_Solution_4743dbd3.py │ ├── W3D4_Tutorial1_Solution_54192b12.py │ ├── W3D4_Tutorial1_Solution_63c032bf.py │ └── W3D4_Tutorial1_Solution_fa9d3f4b.py ├── static │ ├── DQN.jpg │ ├── RL_loop.png │ ├── actor_loop.png │ ├── agent_loop.png │ ├── atari_pixels.gif │ ├── cartpole_task.gif │ ├── fm_RL_loop.png │ └── tabular_RL_loop.png └── student │ ├── W3D4_BonusLecture.ipynb │ └── W3D4_Tutorial1.ipynb ├── W3D5_ReinforcementLearningForGamesAndDlThinking3 ├── README.md ├── W3D5_BonusLecture.ipynb ├── W3D5_Tutorial1.ipynb ├── W3D5_Tutorial2.ipynb ├── W3D5_Tutorial3.ipynb ├── instructor │ ├── W3D5_BonusLecture.ipynb │ ├── W3D5_Tutorial1.ipynb │ ├── W3D5_Tutorial2.ipynb │ └── W3D5_Tutorial3.ipynb ├── solutions │ ├── W3D5_Tutorial1_Solution_032a3623.py │ ├── W3D5_Tutorial1_Solution_0f4f270a.py │ ├── W3D5_Tutorial1_Solution_4504e135.py │ ├── W3D5_Tutorial1_Solution_634502ed.py │ ├── W3D5_Tutorial1_Solution_9524e84f.py │ ├── W3D5_Tutorial1_Solution_b77f5d7f.py │ ├── W3D5_Tutorial1_Solution_e3d99436.py │ ├── W3D5_Tutorial1_Solution_ecc969d6.py │ ├── W3D5_Tutorial3_Solution_2aef50a6.py │ └── W3D5_Tutorial3_Solution_9d9515c8.py ├── static │ └── CNN.jpg └── student │ ├── W3D5_BonusLecture.ipynb │ ├── W3D5_Tutorial1.ipynb │ ├── W3D5_Tutorial2.ipynb │ └── W3D5_Tutorial3.ipynb ├── instructor └── intro.ipynb ├── intro.ipynb ├── materials.yml ├── static ├── AdversarialAttacks_w1d5t2.png ├── AirtableSubmissionButton.png ├── AugmentationStills_w3d2t1.png ├── DapperLion.png ├── NMA_DL_Concept_Map.png ├── SurveyButton.png ├── early-stopping-machine-learning-5422207.jpg ├── imagenet_w3d2t1.png ├── kaggle_internet_enabled.png ├── kaggle_step1.png ├── kaggle_step2.png ├── kaggle_step3.png ├── kaggle_step4.png ├── kaggle_step5.1.png ├── kaggle_step5.2.png ├── kaggle_step6_1.png ├── kaggle_step6_2.png ├── modeling_step6.png └── nma-logo-square-4xp.jpg └── student └── intro.ipynb /.all-contributorsrc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/NeuromatchAcademy/course-content-dl/HEAD/.all-contributorsrc -------------------------------------------------------------------------------- /.github/contributing.md: -------------------------------------------------------------------------------- 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