PyTorch深度学习 开源电子书
基于PyTorch 1.x版!!! 理论与实战结合,非常适合入门学习!!!
PDF下载:
很多同学Github不太会用,直接Code->Download ZIP下载整个Github仓库,而不是点pdf文件去下载单个pdf文件,Github是国外网站,国内支持不太好!
News:
- 20211218: 更新202112预览版,共430页,第8章和第14章尚未修改完成,其他章节可以使用
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Deep-Learning-with-TensorFlow-book
深度学习入门开源书,基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.TensorFlow-2.x-Tutorials
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码,实战教程。Deep-Learning-with-PyTorch-Tutorials
深度学习与PyTorch入门实战视频教程 配套源代码和PPTMAML-Pytorch
Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)awesome-meta-learning
A curated list of Meta-Learning resources/papers.GCN-PyTorch
Graph Convolution Network for PyTorchLearningToCompare-Pytorch
Pytorch Implementation for CVPR2018 Paper: Learning to Compare: Relation Network for Few-Shot LearningMAML-TensorFlow
Faster and elegant TensorFlow Implementation of paper: Model-Agnostic Meta-Learning for Fast Adaptation of Deep NetworksReptile-Pytorch
awesome-AutoML
A curated list of AutoML papers/tutorials/slides etc.DARTS-PyTorch
PyTorch 1.0 supported for CNN exp.pytorch-mnist-vae
Pytorch Implementation of variational auto-encoder for MNISTDeepEmbeddingModel_ZSL-Pytorch
Pytorch code for CVPR 2017 paper: Learning a Deep Embedding Model for Zero-Shot LearningGCN-TF2
Graph Convolution Network for TensorFlow 2 implementation.CapsNet-Pytorch
Pytorch version of Hinton's Capsule Theory paper: Dynamic Routing Between CapsulesIntroVAE-Pytorch
Pytorch Implementation for paper: IntroVAE: Introspective Variational Autoencoders for Photographic Image SynthesisMAML-Pytorch-RL
Graph-Neural-Network-Papers
Curated Lists for graph neural network, graph convolutional network, graph attention network, etc.PPO-Pytorch
Pytorch Implementation of Proximal Policy Optimization Algorithmawesome-causal-reasoning
PracticalDeepLearningTutorials
深度学习算法实战Meta-Learning-Papers
Latest papers collection of thoughtful work on meta-learning researchDRL-tutorial
Deep Reinforcement Learning tutorialsGAN
Pytorch Implementations for popular GAN algorithms.memoryGAN-Tensorflow
dragen1860.github.io
Personal website on githubLearning-from-data-Subtitles-
Learning from data 英文字幕 Caltech's Machine Learning Course - CS 156 by Professor Yaser Abu-MostafaPhoneNet
Fast, Efficient and Elegant Android Neural Network Library with strong GPU acceleration, implemented CNN, Squeezenet yet.Casual-Reasoning-Papers
Papers collection of latest insightful work on casual reasoning research.NTM-Pytorch
Neural Turing Machine or Differentiable Neural Computer Implementation in Pytorch 0.4.0, with cudaPytorchTutorialsCN
LSH
Standard Locality Sensitive HashingCoarse_ImageNet_Labels
AutoPyTorch
Pytorch-Episode
Notes about some advanced usage or easy-wrong highlights about PytorchFaceScore
CACTU
MetaLab
Universal Meta Learning Library, with PyTorch GPU Acceleration.Network3
TRPO-Pytorch
memoryGAN-Pytorch
Repository for ICLR 2018 paper: memoryGANNetwork2
DLUtils
Useful Utils code for deep learning developmentLove Open Source and this site? Check out how you can help us