├── README.md ├── test1-简单回归问题 ├── data.csv ├── test.py └── test1.py ├── test10-生成对抗网络 ├── test1-GAN理论知识 DC-GAN WGAN WGAN-GP.py ├── test2-GAN.py └── test3-WGAN.py ├── test11-Unet ├── Unet.py ├── data.py ├── data │ └── VOCdataset.txt ├── evaluation.py ├── result │ ├── 0_210.png │ ├── 1_210.png │ └── 2_210.png ├── test.py ├── train.py └── utils.py ├── test12-Vision Transformer ├── ViT.py ├── __pycache__ │ └── ViT.cpython-39.pyc ├── test.py ├── train.py └── vit_model原码.py ├── test13-Swin Transformer ├── Swin_Transformer.py ├── __pycache__ │ └── Swin_Transformer.cpython-39.pyc ├── swin_model原码.py ├── test.py └── train.py ├── test14-ConvNeXt ├── ConvNeXt.py ├── __pycache__ │ ├── ConvNeXt.cpython-39.pyc │ └── model.cpython-39.pyc ├── test.py └── train.py ├── test15-YOLO └── yolov3 │ ├── __pycache__ │ ├── config.cpython-39.pyc │ ├── dataset.cpython-39.pyc │ ├── utils.cpython-39.pyc │ └── yolo_v3_net.cpython-39.pyc │ ├── config.py │ ├── data.txt │ ├── data │ ├── image_voc │ │ ├── 000017.xml │ │ ├── 000022.xml │ │ ├── 000261.xml │ │ ├── 000455.xml │ │ ├── 000812.xml │ │ ├── 000930.xml │ │ ├── 001183.xml │ │ ├── 001370.xml │ │ ├── 001579.xml │ │ └── 001988.xml │ └── images │ │ ├── 000017.jpg │ │ ├── 000022.jpg │ │ ├── 000261.jpg │ │ ├── 000455.jpg │ │ ├── 000812.jpg │ │ ├── 000930.jpg │ │ ├── 001183.jpg │ │ ├── 001370.jpg │ │ ├── 001579.jpg │ │ └── 001988.jpg │ ├── dataset.py │ ├── detect.py │ ├── make_data_txt.py │ ├── result │ ├── 000017.jpg │ ├── 000022.jpg │ ├── 000261.jpg │ └── 000455.jpg │ ├── train.py │ ├── utils.py │ └── yolo_v3_net.py ├── test16-Grad_CAM ├── README.md ├── __pycache__ │ ├── swin_model.cpython-39.pyc │ ├── utils.cpython-39.pyc │ └── vit_model.cpython-39.pyc ├── both.png ├── imagenet1k_classes.txt ├── imagenet21k_classes.txt ├── images_for_note │ ├── formula.png │ ├── grad_cam.png │ └── postprocess.png ├── main_cnn.py ├── main_swin.py ├── main_vit.py ├── results │ ├── result-cnn.png │ ├── result-swin.png │ └── result-vit.png ├── swin_model.py ├── utils.py └── vit_model.py ├── test17-Facenet ├── 1 ├── cls_train.txt ├── eval_LFW.py ├── facenet.py ├── model_data │ ├── lfw_pair.txt │ └── roc_test.png ├── nets │ ├── __pycache__ │ │ ├── facenet.cpython-39.pyc │ │ ├── facenet_training.cpython-39.pyc │ │ ├── inception_resnetv1.cpython-39.pyc │ │ └── mobilenet.cpython-39.pyc │ ├── facenet.py │ ├── facenet_training.py │ ├── inception_resnetv1.py │ └── mobilenet.py ├── predict.py ├── summary.py ├── train.py ├── txt_annotation.py ├── utils │ ├── __pycache__ │ │ ├── dataloader.cpython-39.pyc │ │ ├── utils_fit.cpython-39.pyc │ │ └── utils_metrics.cpython-39.pyc │ ├── dataloader.py │ ├── utils_fit.py │ └── utils_metrics.py └── 原理简述.py ├── test18-SENet ├── __pycache__ │ └── se_resnet.cpython-39.pyc ├── se_resnet.py ├── test.py └── train.py ├── test19-MAE ├── MAE原理.py ├── __pycache__ │ ├── models_mae.cpython-39.pyc │ └── models_vit.cpython-39.pyc ├── mae原码 │ ├── mae-main │ │ ├── CODE_OF_CONDUCT.md │ │ ├── CONTRIBUTING.md │ │ ├── FINETUNE.md │ │ ├── PRETRAIN.md │ │ ├── README.md │ │ ├── demo │ │ │ └── mae_visualize.ipynb │ │ ├── engine_finetune.py │ │ ├── engine_pretrain.py │ │ ├── main_finetune.py │ │ ├── main_linprobe.py │ │ ├── main_pretrain.py │ │ ├── models_mae.py │ │ ├── models_vit.py │ │ └── util │ │ │ ├── crop.py │ │ │ ├── datasets.py │ │ │ ├── lars.py │ │ │ ├── lr_decay.py │ │ │ ├── lr_sched.py │ │ │ ├── misc.py │ │ │ └── pos_embed.py │ └── 原码可以直接在命令行中跑.txt ├── main_finetune.py ├── main_linprobe.py ├── main_pretrain.py ├── models_mae.py ├── models_vit.py └── util │ ├── __pycache__ │ ├── lars.cpython-39.pyc │ ├── load_model.cpython-39.pyc │ ├── lr_decay.cpython-39.pyc │ └── pos_embed.cpython-39.pyc │ ├── lars.py │ ├── load_model.py │ ├── lr_decay.py │ └── pos_embed.py ├── test2-分类问题 ├── __pycache__ │ └── util.cpython-39.pyc ├── test1-mnist_train.py └── util.py ├── test20-Diffusion ├── DDIM │ ├── DDIM_5X.png │ ├── DDIM_model.py │ ├── DDIM原理.py │ ├── Probability Flow ODE-o2f2b.png │ ├── __pycache__ │ │ ├── DDIM_model.cpython-39.pyc │ │ └── utils.cpython-39.pyc │ ├── sample.png │ ├── train.py │ └── utils.py ├── DDPM │ ├── DDPM.ipynb │ ├── DDPM_basic_knowledge.jpg │ └── diffusion.gif └── Score Diffusion │ ├── Score_Diffusion.py │ ├── img │ ├── SDE.png │ ├── Stable diffusion原理.png │ └── 基于伴随常微分数值解法的采样方法.png │ ├── output │ ├── Euler.png │ ├── ODE.png │ └── PC.png │ └── 原理 NCSN SDE.py ├── test3-张量基础 ├── test1-张量简介.py ├── test2-创建张量.py ├── test3-切片与索引.py ├── test4-维数变换.py ├── test5-Broadcast.py ├── test6-拼接与拆分.py ├── test7-数学运算.py ├── test8-统计属性.py └── test9-高阶OP where gather detach roll.py ├── test4-神经网络基础 ├── test1-梯度 激活函数 Loss.py ├── test10-正则化.py ├── test11-动量与学习率衰减.py ├── test12-Early stop Dropout 随机梯度下降.py ├── test13-MNIST实战.py ├── test2-梯度计算举例 链式法则.py ├── test3-2D函数优化实例.py ├── test4-逻辑回归 多元分类问题.py ├── test5-全连接层 多分类问题.py ├── test6-激活函数与GPU加速.py ├── test7-测试.py ├── test8-visdom可视化.py └── test9-数据集划分 交叉验证.py ├── test5-卷积神经网络 ├── InceptionResNet.py ├── LeNet5.py ├── ResNet.py ├── __pycache__ │ ├── InceptionResNet.cpython-39.pyc │ ├── LeNet5.cpython-39.pyc │ └── ResNet.cpython-39.pyc ├── optuna.db ├── test1-卷积层 池化层 激活函数 BN LN Flatten .py ├── test10-CIFAR10-混合模型.py ├── test2-再战MNIST.py ├── test3-ResNetBlock DenseNet简介.py ├── test4-nn.Module.py ├── test5-数据增强transform 数据集合并 随机种子.py ├── test6-CIFAR10-main-LeNet5.py ├── test7-CIFAR10-main-ResNet.py ├── test8-CIFAR10-main-InceptionResNet.py ├── test9-CIFAR10-迁移学习1.py ├── test9-CIFAR10-迁移学习2.py └── 实战心得.py ├── test6-序列模型 ├── test1-embedding.py ├── test2-RNN 双向RNN RNNCell.py ├── test3-RNN实战 预测sinx.py ├── test4-梯度爆炸与梯度消失.py ├── test5-LSTM 双向LSTM LSTMCell.py └── test6-情感分类实战.py ├── test7-自定义数据集实战 ├── __pycache__ │ ├── pokemon.cpython-39.pyc │ └── resnet.cpython-39.pyc ├── pokemon.py ├── resnet.py ├── test1-创建数据集类 DataLoader的结构.py ├── test2-两种读取图片的方式(数据集类与ImageFolder).py ├── test3-pokemon数据集实战.py └── test4-迁移学习.py ├── test8-optuna调参 错误分析与数据降维可视化 ├── optuna.db ├── test1-基础操作.py ├── test2-混合模型.py └── test3-错误分析 PCA t-SNE UMAP.py └── test9-无监督学习AutoEncoder ├── AutoEncoder.py ├── VariationalAutoEncoder.py ├── __pycache__ ├── AutoEncoder.cpython-39.pyc └── VariationalAutoEncoder.cpython-39.pyc ├── _idea ├── _gitignore ├── inspectionProfiles │ ├── Project_Default.xml │ └── profiles_settings.xml ├── misc.xml ├── modules.xml ├── test8-无监督学习AutoEncoder.iml └── workspace.xml ├── images └── x_hat.png ├── optuna.db ├── pic ├── data_AE.png ├── data_CAE.png ├── data_UMAP.png └── data_t-SNE.png ├── test1-理论知识 AutoEncoder及其变种.py ├── test2-AE CAE实战.py ├── test3-VAE实战.py ├── test4-一个尝试1.py ├── test4-一个尝试2.py ├── test4-一个尝试3.py └── test5-UMAP降维后使用降维数据分类.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/README.md -------------------------------------------------------------------------------- /test1-简单回归问题/data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test1-简单回归问题/data.csv -------------------------------------------------------------------------------- /test1-简单回归问题/test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test1-简单回归问题/test.py -------------------------------------------------------------------------------- /test1-简单回归问题/test1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test1-简单回归问题/test1.py -------------------------------------------------------------------------------- /test10-生成对抗网络/test1-GAN理论知识 DC-GAN WGAN WGAN-GP.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test10-生成对抗网络/test1-GAN理论知识 DC-GAN WGAN WGAN-GP.py -------------------------------------------------------------------------------- /test10-生成对抗网络/test2-GAN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test10-生成对抗网络/test2-GAN.py -------------------------------------------------------------------------------- /test10-生成对抗网络/test3-WGAN.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test10-生成对抗网络/test3-WGAN.py -------------------------------------------------------------------------------- /test11-Unet/Unet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test11-Unet/Unet.py -------------------------------------------------------------------------------- /test11-Unet/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test11-Unet/data.py -------------------------------------------------------------------------------- /test11-Unet/data/VOCdataset.txt: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /test11-Unet/evaluation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test11-Unet/evaluation.py -------------------------------------------------------------------------------- /test11-Unet/result/0_210.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test11-Unet/result/0_210.png -------------------------------------------------------------------------------- /test11-Unet/result/1_210.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test11-Unet/result/1_210.png -------------------------------------------------------------------------------- /test11-Unet/result/2_210.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test11-Unet/result/2_210.png -------------------------------------------------------------------------------- /test11-Unet/test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test11-Unet/test.py -------------------------------------------------------------------------------- /test11-Unet/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test11-Unet/train.py -------------------------------------------------------------------------------- /test11-Unet/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test11-Unet/utils.py -------------------------------------------------------------------------------- /test12-Vision Transformer/ViT.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test12-Vision Transformer/ViT.py -------------------------------------------------------------------------------- /test12-Vision Transformer/__pycache__/ViT.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test12-Vision Transformer/__pycache__/ViT.cpython-39.pyc -------------------------------------------------------------------------------- /test12-Vision Transformer/test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test12-Vision Transformer/test.py -------------------------------------------------------------------------------- /test12-Vision Transformer/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test12-Vision Transformer/train.py -------------------------------------------------------------------------------- /test12-Vision Transformer/vit_model原码.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test12-Vision Transformer/vit_model原码.py -------------------------------------------------------------------------------- /test13-Swin Transformer/Swin_Transformer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test13-Swin Transformer/Swin_Transformer.py -------------------------------------------------------------------------------- /test13-Swin Transformer/__pycache__/Swin_Transformer.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test13-Swin Transformer/__pycache__/Swin_Transformer.cpython-39.pyc -------------------------------------------------------------------------------- /test13-Swin Transformer/swin_model原码.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test13-Swin Transformer/swin_model原码.py -------------------------------------------------------------------------------- /test13-Swin Transformer/test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test13-Swin Transformer/test.py -------------------------------------------------------------------------------- /test13-Swin Transformer/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test13-Swin Transformer/train.py -------------------------------------------------------------------------------- /test14-ConvNeXt/ConvNeXt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test14-ConvNeXt/ConvNeXt.py -------------------------------------------------------------------------------- /test14-ConvNeXt/__pycache__/ConvNeXt.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test14-ConvNeXt/__pycache__/ConvNeXt.cpython-39.pyc -------------------------------------------------------------------------------- /test14-ConvNeXt/__pycache__/model.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test14-ConvNeXt/__pycache__/model.cpython-39.pyc -------------------------------------------------------------------------------- /test14-ConvNeXt/test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test14-ConvNeXt/test.py -------------------------------------------------------------------------------- /test14-ConvNeXt/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test14-ConvNeXt/train.py -------------------------------------------------------------------------------- /test15-YOLO/yolov3/__pycache__/config.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/__pycache__/config.cpython-39.pyc -------------------------------------------------------------------------------- /test15-YOLO/yolov3/__pycache__/dataset.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/__pycache__/dataset.cpython-39.pyc -------------------------------------------------------------------------------- /test15-YOLO/yolov3/__pycache__/utils.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/__pycache__/utils.cpython-39.pyc -------------------------------------------------------------------------------- /test15-YOLO/yolov3/__pycache__/yolo_v3_net.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/__pycache__/yolo_v3_net.cpython-39.pyc -------------------------------------------------------------------------------- /test15-YOLO/yolov3/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/config.py -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data.txt -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/image_voc/000017.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/image_voc/000017.xml -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/image_voc/000022.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/image_voc/000022.xml -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/image_voc/000261.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/image_voc/000261.xml -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/image_voc/000455.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/image_voc/000455.xml -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/image_voc/000812.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/image_voc/000812.xml -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/image_voc/000930.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/image_voc/000930.xml -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/image_voc/001183.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/image_voc/001183.xml -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/image_voc/001370.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/image_voc/001370.xml -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/image_voc/001579.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/image_voc/001579.xml -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/image_voc/001988.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/image_voc/001988.xml -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/images/000017.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/images/000017.jpg -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/images/000022.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/images/000022.jpg -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/images/000261.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/images/000261.jpg -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/images/000455.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/images/000455.jpg -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/images/000812.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/images/000812.jpg -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/images/000930.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/images/000930.jpg -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/images/001183.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/images/001183.jpg -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/images/001370.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/images/001370.jpg -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/images/001579.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/images/001579.jpg -------------------------------------------------------------------------------- /test15-YOLO/yolov3/data/images/001988.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/data/images/001988.jpg -------------------------------------------------------------------------------- /test15-YOLO/yolov3/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/dataset.py -------------------------------------------------------------------------------- /test15-YOLO/yolov3/detect.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/detect.py -------------------------------------------------------------------------------- /test15-YOLO/yolov3/make_data_txt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/make_data_txt.py -------------------------------------------------------------------------------- /test15-YOLO/yolov3/result/000017.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/result/000017.jpg -------------------------------------------------------------------------------- /test15-YOLO/yolov3/result/000022.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/result/000022.jpg -------------------------------------------------------------------------------- /test15-YOLO/yolov3/result/000261.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/result/000261.jpg -------------------------------------------------------------------------------- /test15-YOLO/yolov3/result/000455.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/result/000455.jpg -------------------------------------------------------------------------------- /test15-YOLO/yolov3/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/train.py -------------------------------------------------------------------------------- /test15-YOLO/yolov3/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/utils.py -------------------------------------------------------------------------------- /test15-YOLO/yolov3/yolo_v3_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test15-YOLO/yolov3/yolo_v3_net.py -------------------------------------------------------------------------------- /test16-Grad_CAM/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/README.md -------------------------------------------------------------------------------- /test16-Grad_CAM/__pycache__/swin_model.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/__pycache__/swin_model.cpython-39.pyc -------------------------------------------------------------------------------- /test16-Grad_CAM/__pycache__/utils.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/__pycache__/utils.cpython-39.pyc -------------------------------------------------------------------------------- /test16-Grad_CAM/__pycache__/vit_model.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/__pycache__/vit_model.cpython-39.pyc -------------------------------------------------------------------------------- /test16-Grad_CAM/both.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/both.png -------------------------------------------------------------------------------- /test16-Grad_CAM/imagenet1k_classes.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/imagenet1k_classes.txt -------------------------------------------------------------------------------- /test16-Grad_CAM/imagenet21k_classes.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/imagenet21k_classes.txt -------------------------------------------------------------------------------- /test16-Grad_CAM/images_for_note/formula.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/images_for_note/formula.png -------------------------------------------------------------------------------- /test16-Grad_CAM/images_for_note/grad_cam.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/images_for_note/grad_cam.png -------------------------------------------------------------------------------- /test16-Grad_CAM/images_for_note/postprocess.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/images_for_note/postprocess.png -------------------------------------------------------------------------------- /test16-Grad_CAM/main_cnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/main_cnn.py -------------------------------------------------------------------------------- /test16-Grad_CAM/main_swin.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/main_swin.py -------------------------------------------------------------------------------- /test16-Grad_CAM/main_vit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/main_vit.py -------------------------------------------------------------------------------- /test16-Grad_CAM/results/result-cnn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/results/result-cnn.png -------------------------------------------------------------------------------- /test16-Grad_CAM/results/result-swin.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/results/result-swin.png -------------------------------------------------------------------------------- /test16-Grad_CAM/results/result-vit.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/results/result-vit.png -------------------------------------------------------------------------------- /test16-Grad_CAM/swin_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/swin_model.py -------------------------------------------------------------------------------- /test16-Grad_CAM/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/utils.py -------------------------------------------------------------------------------- /test16-Grad_CAM/vit_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test16-Grad_CAM/vit_model.py -------------------------------------------------------------------------------- /test17-Facenet/1: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /test17-Facenet/cls_train.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/cls_train.txt -------------------------------------------------------------------------------- /test17-Facenet/eval_LFW.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/eval_LFW.py -------------------------------------------------------------------------------- /test17-Facenet/facenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/facenet.py -------------------------------------------------------------------------------- /test17-Facenet/model_data/lfw_pair.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/model_data/lfw_pair.txt -------------------------------------------------------------------------------- /test17-Facenet/model_data/roc_test.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/model_data/roc_test.png -------------------------------------------------------------------------------- /test17-Facenet/nets/__pycache__/facenet.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/nets/__pycache__/facenet.cpython-39.pyc -------------------------------------------------------------------------------- /test17-Facenet/nets/__pycache__/facenet_training.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/nets/__pycache__/facenet_training.cpython-39.pyc -------------------------------------------------------------------------------- /test17-Facenet/nets/__pycache__/inception_resnetv1.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/nets/__pycache__/inception_resnetv1.cpython-39.pyc -------------------------------------------------------------------------------- /test17-Facenet/nets/__pycache__/mobilenet.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/nets/__pycache__/mobilenet.cpython-39.pyc -------------------------------------------------------------------------------- /test17-Facenet/nets/facenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/nets/facenet.py -------------------------------------------------------------------------------- /test17-Facenet/nets/facenet_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/nets/facenet_training.py -------------------------------------------------------------------------------- /test17-Facenet/nets/inception_resnetv1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/nets/inception_resnetv1.py -------------------------------------------------------------------------------- /test17-Facenet/nets/mobilenet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/nets/mobilenet.py -------------------------------------------------------------------------------- /test17-Facenet/predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/predict.py -------------------------------------------------------------------------------- /test17-Facenet/summary.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/summary.py -------------------------------------------------------------------------------- /test17-Facenet/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/train.py -------------------------------------------------------------------------------- /test17-Facenet/txt_annotation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/txt_annotation.py -------------------------------------------------------------------------------- /test17-Facenet/utils/__pycache__/dataloader.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/utils/__pycache__/dataloader.cpython-39.pyc -------------------------------------------------------------------------------- /test17-Facenet/utils/__pycache__/utils_fit.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/utils/__pycache__/utils_fit.cpython-39.pyc -------------------------------------------------------------------------------- /test17-Facenet/utils/__pycache__/utils_metrics.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/utils/__pycache__/utils_metrics.cpython-39.pyc -------------------------------------------------------------------------------- /test17-Facenet/utils/dataloader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/utils/dataloader.py -------------------------------------------------------------------------------- /test17-Facenet/utils/utils_fit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/utils/utils_fit.py -------------------------------------------------------------------------------- /test17-Facenet/utils/utils_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/utils/utils_metrics.py -------------------------------------------------------------------------------- /test17-Facenet/原理简述.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test17-Facenet/原理简述.py -------------------------------------------------------------------------------- /test18-SENet/__pycache__/se_resnet.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test18-SENet/__pycache__/se_resnet.cpython-39.pyc -------------------------------------------------------------------------------- /test18-SENet/se_resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test18-SENet/se_resnet.py -------------------------------------------------------------------------------- /test18-SENet/test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test18-SENet/test.py -------------------------------------------------------------------------------- /test18-SENet/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test18-SENet/train.py -------------------------------------------------------------------------------- /test19-MAE/MAE原理.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/MAE原理.py -------------------------------------------------------------------------------- /test19-MAE/__pycache__/models_mae.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/__pycache__/models_mae.cpython-39.pyc -------------------------------------------------------------------------------- /test19-MAE/__pycache__/models_vit.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/__pycache__/models_vit.cpython-39.pyc -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/CODE_OF_CONDUCT.md -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/CONTRIBUTING.md -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/FINETUNE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/FINETUNE.md -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/PRETRAIN.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/PRETRAIN.md -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/README.md -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/demo/mae_visualize.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/demo/mae_visualize.ipynb -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/engine_finetune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/engine_finetune.py -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/engine_pretrain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/engine_pretrain.py -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/main_finetune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/main_finetune.py -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/main_linprobe.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/main_linprobe.py -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/main_pretrain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/main_pretrain.py -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/models_mae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/models_mae.py -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/models_vit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/models_vit.py -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/util/crop.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/util/crop.py -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/util/datasets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/util/datasets.py -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/util/lars.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/util/lars.py -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/util/lr_decay.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/util/lr_decay.py -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/util/lr_sched.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/util/lr_sched.py -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/util/misc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/util/misc.py -------------------------------------------------------------------------------- /test19-MAE/mae原码/mae-main/util/pos_embed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/mae原码/mae-main/util/pos_embed.py -------------------------------------------------------------------------------- /test19-MAE/mae原码/原码可以直接在命令行中跑.txt: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /test19-MAE/main_finetune.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/main_finetune.py -------------------------------------------------------------------------------- /test19-MAE/main_linprobe.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/main_linprobe.py -------------------------------------------------------------------------------- /test19-MAE/main_pretrain.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/main_pretrain.py -------------------------------------------------------------------------------- /test19-MAE/models_mae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/models_mae.py -------------------------------------------------------------------------------- /test19-MAE/models_vit.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/models_vit.py -------------------------------------------------------------------------------- /test19-MAE/util/__pycache__/lars.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/util/__pycache__/lars.cpython-39.pyc -------------------------------------------------------------------------------- /test19-MAE/util/__pycache__/load_model.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/util/__pycache__/load_model.cpython-39.pyc -------------------------------------------------------------------------------- /test19-MAE/util/__pycache__/lr_decay.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/util/__pycache__/lr_decay.cpython-39.pyc -------------------------------------------------------------------------------- /test19-MAE/util/__pycache__/pos_embed.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/util/__pycache__/pos_embed.cpython-39.pyc -------------------------------------------------------------------------------- /test19-MAE/util/lars.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/util/lars.py -------------------------------------------------------------------------------- /test19-MAE/util/load_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/util/load_model.py -------------------------------------------------------------------------------- /test19-MAE/util/lr_decay.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/util/lr_decay.py -------------------------------------------------------------------------------- /test19-MAE/util/pos_embed.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test19-MAE/util/pos_embed.py -------------------------------------------------------------------------------- /test2-分类问题/__pycache__/util.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test2-分类问题/__pycache__/util.cpython-39.pyc -------------------------------------------------------------------------------- /test2-分类问题/test1-mnist_train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test2-分类问题/test1-mnist_train.py -------------------------------------------------------------------------------- /test2-分类问题/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test2-分类问题/util.py -------------------------------------------------------------------------------- /test20-Diffusion/DDIM/DDIM_5X.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/DDIM/DDIM_5X.png -------------------------------------------------------------------------------- /test20-Diffusion/DDIM/DDIM_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/DDIM/DDIM_model.py -------------------------------------------------------------------------------- /test20-Diffusion/DDIM/DDIM原理.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/DDIM/DDIM原理.py -------------------------------------------------------------------------------- /test20-Diffusion/DDIM/Probability Flow ODE-o2f2b.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/DDIM/Probability Flow ODE-o2f2b.png -------------------------------------------------------------------------------- /test20-Diffusion/DDIM/__pycache__/DDIM_model.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/DDIM/__pycache__/DDIM_model.cpython-39.pyc -------------------------------------------------------------------------------- /test20-Diffusion/DDIM/__pycache__/utils.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/DDIM/__pycache__/utils.cpython-39.pyc -------------------------------------------------------------------------------- /test20-Diffusion/DDIM/sample.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/DDIM/sample.png -------------------------------------------------------------------------------- /test20-Diffusion/DDIM/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/DDIM/train.py -------------------------------------------------------------------------------- /test20-Diffusion/DDIM/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/DDIM/utils.py -------------------------------------------------------------------------------- /test20-Diffusion/DDPM/DDPM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/DDPM/DDPM.ipynb -------------------------------------------------------------------------------- /test20-Diffusion/DDPM/DDPM_basic_knowledge.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/DDPM/DDPM_basic_knowledge.jpg -------------------------------------------------------------------------------- /test20-Diffusion/DDPM/diffusion.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/DDPM/diffusion.gif -------------------------------------------------------------------------------- /test20-Diffusion/Score Diffusion/Score_Diffusion.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/Score Diffusion/Score_Diffusion.py -------------------------------------------------------------------------------- /test20-Diffusion/Score Diffusion/img/SDE.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/Score Diffusion/img/SDE.png -------------------------------------------------------------------------------- /test20-Diffusion/Score Diffusion/img/Stable diffusion原理.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/Score Diffusion/img/Stable diffusion原理.png -------------------------------------------------------------------------------- /test20-Diffusion/Score Diffusion/img/基于伴随常微分数值解法的采样方法.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/Score Diffusion/img/基于伴随常微分数值解法的采样方法.png -------------------------------------------------------------------------------- /test20-Diffusion/Score Diffusion/output/Euler.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/Score Diffusion/output/Euler.png -------------------------------------------------------------------------------- /test20-Diffusion/Score Diffusion/output/ODE.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/Score Diffusion/output/ODE.png -------------------------------------------------------------------------------- /test20-Diffusion/Score Diffusion/output/PC.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/Score Diffusion/output/PC.png -------------------------------------------------------------------------------- /test20-Diffusion/Score Diffusion/原理 NCSN SDE.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test20-Diffusion/Score Diffusion/原理 NCSN SDE.py -------------------------------------------------------------------------------- /test3-张量基础/test1-张量简介.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test3-张量基础/test1-张量简介.py -------------------------------------------------------------------------------- /test3-张量基础/test2-创建张量.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test3-张量基础/test2-创建张量.py -------------------------------------------------------------------------------- /test3-张量基础/test3-切片与索引.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test3-张量基础/test3-切片与索引.py -------------------------------------------------------------------------------- /test3-张量基础/test4-维数变换.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test3-张量基础/test4-维数变换.py -------------------------------------------------------------------------------- /test3-张量基础/test5-Broadcast.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test3-张量基础/test5-Broadcast.py -------------------------------------------------------------------------------- /test3-张量基础/test6-拼接与拆分.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test3-张量基础/test6-拼接与拆分.py -------------------------------------------------------------------------------- /test3-张量基础/test7-数学运算.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test3-张量基础/test7-数学运算.py -------------------------------------------------------------------------------- /test3-张量基础/test8-统计属性.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test3-张量基础/test8-统计属性.py -------------------------------------------------------------------------------- /test3-张量基础/test9-高阶OP where gather detach roll.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test3-张量基础/test9-高阶OP where gather detach roll.py -------------------------------------------------------------------------------- /test4-神经网络基础/test1-梯度 激活函数 Loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test4-神经网络基础/test1-梯度 激活函数 Loss.py -------------------------------------------------------------------------------- /test4-神经网络基础/test10-正则化.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test4-神经网络基础/test10-正则化.py -------------------------------------------------------------------------------- /test4-神经网络基础/test11-动量与学习率衰减.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test4-神经网络基础/test11-动量与学习率衰减.py -------------------------------------------------------------------------------- /test4-神经网络基础/test12-Early stop Dropout 随机梯度下降.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test4-神经网络基础/test12-Early stop Dropout 随机梯度下降.py -------------------------------------------------------------------------------- /test4-神经网络基础/test13-MNIST实战.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test4-神经网络基础/test13-MNIST实战.py -------------------------------------------------------------------------------- /test4-神经网络基础/test2-梯度计算举例 链式法则.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test4-神经网络基础/test2-梯度计算举例 链式法则.py -------------------------------------------------------------------------------- /test4-神经网络基础/test3-2D函数优化实例.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test4-神经网络基础/test3-2D函数优化实例.py -------------------------------------------------------------------------------- /test4-神经网络基础/test4-逻辑回归 多元分类问题.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test4-神经网络基础/test4-逻辑回归 多元分类问题.py -------------------------------------------------------------------------------- /test4-神经网络基础/test5-全连接层 多分类问题.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test4-神经网络基础/test5-全连接层 多分类问题.py -------------------------------------------------------------------------------- /test4-神经网络基础/test6-激活函数与GPU加速.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test4-神经网络基础/test6-激活函数与GPU加速.py -------------------------------------------------------------------------------- /test4-神经网络基础/test7-测试.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test4-神经网络基础/test7-测试.py -------------------------------------------------------------------------------- /test4-神经网络基础/test8-visdom可视化.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test4-神经网络基础/test8-visdom可视化.py -------------------------------------------------------------------------------- /test4-神经网络基础/test9-数据集划分 交叉验证.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test4-神经网络基础/test9-数据集划分 交叉验证.py -------------------------------------------------------------------------------- /test5-卷积神经网络/InceptionResNet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/InceptionResNet.py -------------------------------------------------------------------------------- /test5-卷积神经网络/LeNet5.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/LeNet5.py -------------------------------------------------------------------------------- /test5-卷积神经网络/ResNet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/ResNet.py -------------------------------------------------------------------------------- /test5-卷积神经网络/__pycache__/InceptionResNet.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/__pycache__/InceptionResNet.cpython-39.pyc -------------------------------------------------------------------------------- /test5-卷积神经网络/__pycache__/LeNet5.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/__pycache__/LeNet5.cpython-39.pyc -------------------------------------------------------------------------------- /test5-卷积神经网络/__pycache__/ResNet.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/__pycache__/ResNet.cpython-39.pyc -------------------------------------------------------------------------------- /test5-卷积神经网络/optuna.db: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/optuna.db -------------------------------------------------------------------------------- /test5-卷积神经网络/test1-卷积层 池化层 激活函数 BN LN Flatten .py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/test1-卷积层 池化层 激活函数 BN LN Flatten .py -------------------------------------------------------------------------------- /test5-卷积神经网络/test10-CIFAR10-混合模型.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/test10-CIFAR10-混合模型.py -------------------------------------------------------------------------------- /test5-卷积神经网络/test2-再战MNIST.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/test2-再战MNIST.py -------------------------------------------------------------------------------- /test5-卷积神经网络/test3-ResNetBlock DenseNet简介.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/test3-ResNetBlock DenseNet简介.py -------------------------------------------------------------------------------- /test5-卷积神经网络/test4-nn.Module.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/test4-nn.Module.py -------------------------------------------------------------------------------- /test5-卷积神经网络/test5-数据增强transform 数据集合并 随机种子.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/test5-数据增强transform 数据集合并 随机种子.py -------------------------------------------------------------------------------- /test5-卷积神经网络/test6-CIFAR10-main-LeNet5.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/test6-CIFAR10-main-LeNet5.py -------------------------------------------------------------------------------- /test5-卷积神经网络/test7-CIFAR10-main-ResNet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/test7-CIFAR10-main-ResNet.py -------------------------------------------------------------------------------- /test5-卷积神经网络/test8-CIFAR10-main-InceptionResNet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/test8-CIFAR10-main-InceptionResNet.py -------------------------------------------------------------------------------- /test5-卷积神经网络/test9-CIFAR10-迁移学习1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/test9-CIFAR10-迁移学习1.py -------------------------------------------------------------------------------- /test5-卷积神经网络/test9-CIFAR10-迁移学习2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/test9-CIFAR10-迁移学习2.py -------------------------------------------------------------------------------- /test5-卷积神经网络/实战心得.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test5-卷积神经网络/实战心得.py -------------------------------------------------------------------------------- /test6-序列模型/test1-embedding.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test6-序列模型/test1-embedding.py -------------------------------------------------------------------------------- /test6-序列模型/test2-RNN 双向RNN RNNCell.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test6-序列模型/test2-RNN 双向RNN RNNCell.py -------------------------------------------------------------------------------- /test6-序列模型/test3-RNN实战 预测sinx.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test6-序列模型/test3-RNN实战 预测sinx.py -------------------------------------------------------------------------------- /test6-序列模型/test4-梯度爆炸与梯度消失.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test6-序列模型/test4-梯度爆炸与梯度消失.py -------------------------------------------------------------------------------- /test6-序列模型/test5-LSTM 双向LSTM LSTMCell.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test6-序列模型/test5-LSTM 双向LSTM LSTMCell.py -------------------------------------------------------------------------------- /test6-序列模型/test6-情感分类实战.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test6-序列模型/test6-情感分类实战.py -------------------------------------------------------------------------------- /test7-自定义数据集实战/__pycache__/pokemon.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test7-自定义数据集实战/__pycache__/pokemon.cpython-39.pyc -------------------------------------------------------------------------------- /test7-自定义数据集实战/__pycache__/resnet.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test7-自定义数据集实战/__pycache__/resnet.cpython-39.pyc -------------------------------------------------------------------------------- /test7-自定义数据集实战/pokemon.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test7-自定义数据集实战/pokemon.py -------------------------------------------------------------------------------- /test7-自定义数据集实战/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test7-自定义数据集实战/resnet.py -------------------------------------------------------------------------------- /test7-自定义数据集实战/test1-创建数据集类 DataLoader的结构.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test7-自定义数据集实战/test1-创建数据集类 DataLoader的结构.py -------------------------------------------------------------------------------- /test7-自定义数据集实战/test2-两种读取图片的方式(数据集类与ImageFolder).py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test7-自定义数据集实战/test2-两种读取图片的方式(数据集类与ImageFolder).py -------------------------------------------------------------------------------- /test7-自定义数据集实战/test3-pokemon数据集实战.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test7-自定义数据集实战/test3-pokemon数据集实战.py -------------------------------------------------------------------------------- /test7-自定义数据集实战/test4-迁移学习.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test7-自定义数据集实战/test4-迁移学习.py -------------------------------------------------------------------------------- /test8-optuna调参 错误分析与数据降维可视化/optuna.db: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test8-optuna调参 错误分析与数据降维可视化/optuna.db -------------------------------------------------------------------------------- /test8-optuna调参 错误分析与数据降维可视化/test1-基础操作.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test8-optuna调参 错误分析与数据降维可视化/test1-基础操作.py -------------------------------------------------------------------------------- /test8-optuna调参 错误分析与数据降维可视化/test2-混合模型.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test8-optuna调参 错误分析与数据降维可视化/test2-混合模型.py -------------------------------------------------------------------------------- /test8-optuna调参 错误分析与数据降维可视化/test3-错误分析 PCA t-SNE UMAP.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test8-optuna调参 错误分析与数据降维可视化/test3-错误分析 PCA t-SNE UMAP.py -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/AutoEncoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/AutoEncoder.py -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/VariationalAutoEncoder.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/VariationalAutoEncoder.py -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/__pycache__/AutoEncoder.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/__pycache__/AutoEncoder.cpython-39.pyc -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/__pycache__/VariationalAutoEncoder.cpython-39.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/__pycache__/VariationalAutoEncoder.cpython-39.pyc -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/_idea/_gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/_idea/_gitignore -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/_idea/inspectionProfiles/Project_Default.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/_idea/inspectionProfiles/Project_Default.xml -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/_idea/inspectionProfiles/profiles_settings.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/_idea/inspectionProfiles/profiles_settings.xml -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/_idea/misc.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/_idea/misc.xml -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/_idea/modules.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/_idea/modules.xml -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/_idea/test8-无监督学习AutoEncoder.iml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/_idea/test8-无监督学习AutoEncoder.iml -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/_idea/workspace.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/_idea/workspace.xml -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/images/x_hat.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/images/x_hat.png -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/optuna.db: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/optuna.db -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/pic/data_AE.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/pic/data_AE.png -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/pic/data_CAE.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/pic/data_CAE.png -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/pic/data_UMAP.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/pic/data_UMAP.png -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/pic/data_t-SNE.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/pic/data_t-SNE.png -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/test1-理论知识 AutoEncoder及其变种.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/test1-理论知识 AutoEncoder及其变种.py -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/test2-AE CAE实战.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/test2-AE CAE实战.py -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/test3-VAE实战.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/test3-VAE实战.py -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/test4-一个尝试1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/test4-一个尝试1.py -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/test4-一个尝试2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/test4-一个尝试2.py -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/test4-一个尝试3.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/test4-一个尝试3.py -------------------------------------------------------------------------------- /test9-无监督学习AutoEncoder/test5-UMAP降维后使用降维数据分类.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/117XinyuLi/pytorch-learning/HEAD/test9-无监督学习AutoEncoder/test5-UMAP降维后使用降维数据分类.py --------------------------------------------------------------------------------