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python_data_analysis_and_mining_action

《python数据分析与挖掘实战》的代码笔记

python_for_data_analysis_2nd_chinese_version

《利用Python进行数据分析·第2版》

python_interview_question

关于python的面试题

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pythonrobotics

Python sample codes for robotics algorithms.

pytorch-beginner

pytorch tutorial for beginners

pytorch-best-practice

PyTorch实践指南对应代码

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-capsulenet

An easy-to-follow Pytorch implementation of Hinton's Capsule Network

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-examples

Simple examples to introduce PyTorch

pytorch-from-zero-to-one

PyTorch从入门到精通

pytorch-gan

A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorch-pretrained-bert

📖The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

pytorch-tutorial

Build your neural network easy and fast

pytorch-tutorial-1

PyTorch Tutorial for Deep Learning Researchers

pytorchinsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

pytorchtext

知乎看山杯 第一名 init 队解决方案

pytorchzerotoall

Simple PyTorch Tutorials Zero to ALL!

queens

Slides and programs for BitTiger lecture 10/05/2016

reading-list

Some books I read

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

realtime_multi-person_pose_estimation

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

redner

A differentiable Monte Carlo path tracer

reinforcejs

Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)

reinforcement-learning

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

rekcarc-tsc-uht

清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University