CS231's repositories
adversarial
Code and hyperparameters for the paper "Generative Adversarial Networks"
awesome-reinforcement-learning
A curated list of deep RL resources
c-primer-plus
c primer plus代码
CS229-Fall-2018-Problem-Solutions
Problem sets solutions of Stanford CS229 Fall 2018.
cs231n
cs231n assignments sovled by https://ghli.org
Deep-Learning-with-PyTorch-Chinese
本仓库将PyTorch官方书籍《Deep learning with PyTorch》（基本摘录版）翻译成中文版并给出可运行的相关代码。
deeplearning-assignment
深度学习笔记
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
Dive-Into-Deep-Learning-PyTorch-PDF
本项目对中文版《动手学深度学习》中的代码进行了PyTorch实现并整理为PDF版本供下载
Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
introRL
Intro to Reinforcement Learning (强化学习纲要）
Lihang
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
lihang-code
《统计学习方法》的代码实现
Machine-Learning
:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归
Machine-Learning-in-Action-Python3
《机器学习实战》的python3源码
Machine_Learning_Code_Implementation
Mathematical derivation and pure Python code implementation of machine learning algorithms.
Math-in-Machine-Learning-and-Deep-Learning
逐步对深度学习以及机器学习中所用到的数学知识进行学习
mpc-hc
MPC-HC's main repository. For support use our Trac: https://trac.mpc-hc.org/
nicp
Normal Iterative Closest Point (NICP) Algorithm C++ Library
Pixel2Mesh
Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images. In ECCV2018.
Pixel2Mesh-Pytorch
Final project for RecVis 18
pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
PRML
PRML algorithms implemented in Python
pygcn
Graph Convolutional Networks in PyTorch
Reinforce-yeqiang
Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments
stanford-cs229
🤖 Exercise answers to the problem sets from the 2017 machine learning course cs229 by Andrew Ng at Stanford
StudyPath
Provides a computer science learning route
WZU-machine-learning-course
温州大学《机器学习》课程资料（代码、课件等）