MorvanZhou

tutorials

机器学习相关教程

Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

PyTorch-Tutorial

Build your neural network easy and fast, 莫烦Python中文教学

Tensorflow-Tutorial

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

Evolutionary-Algorithm

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

NLP-Tutorials

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

easy-scraping-tutorial

Simple but useful Python web scraping tutorial code.

pytorch-A3C

Simple A3C implementation with pytorch + multiprocessing

mnistGANs

Some implementations of GAN.

Tensorflow-Computer-Vision-Tutorial

Tutorials of deep learning for computer vision.

sudoku

A simple Sudoku generator and solver. 数独生成器和解题器

npnet

Build neural networks based only on Numpy

train-classifier-from-scratch

Machine Learning: Collect data online and train a classifier from scratch

anime-StyleGAN

style mixing for animation face

rethink

A new way to Rethink your notes. A note/thought taking app

mevo

Evolutionary algorithms, alternative to Reinforcement Learning

Computer-Vision

Toy implementations of CNNs

celebA-cyclegan

An implementation of cycle-gan that trains on celebA dataset

mmaze

A python maze generator and solver

pathfind

path finding algorithms

RLarm

A-star-maze

A* (A-Star) algorithm for finding the shortest path in a maze

cifar-gan

celebA-styleGAN

celebA-gan

This experiment is an implementation of combining ACGAN and WGAN with gradient penalty. Generating images that look like the people in CelebA dataset.

ngrad

rlearn

A Python Reinforcement Learning Package

whenact

Conditional decision flow

bezierview

bezier curve animation play

marchingSquares