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→ MorvanZhou
16 open source projects by MorvanZhou
[ Open user page on Github ]
1.
Train Robot Arm From Scratch
Build environment and train a robot arm from scratch (Reinforcement Learning)
✭ 242
python
machine-learning
tensorflow
tutorial
reinforcement-learning
ddpg
2.
Tensorflow Computer Vision Tutorial
Tutorials of deep learning for computer vision.
✭ 206
python
computer-vision
cnn
resnet
3.
Tensorflow2 Tutorial
Tensorflow 2.0 toy examples
✭ 127
python
4.
Simple Neural Networks
Simple neural networks based only on Numpy
✭ 114
python
neural-network
numpy
simple
layer
backpropagation
5.
Tutorials
机器学习相关教程
✭ 9,616
python
Jupyter Notebook
machine-learning
tensorflow
neural-network
numpy
theano
sklearn
multiprocessing
threading
6.
Evolutionary Algorithm
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
✭ 881
python
machine-learning
tutorial
neural-network
reinforcement-learning
genetic-algorithm
nes
neuroevolution
7.
Reinforcement Learning With Tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
✭ 6,948
python
machine-learning
tutorial
reinforcement-learning
tensorflow-tutorials
dqn
ppo
policy-gradient
actor-critic
q-learning
a3c
ddpg
deep-q-network
sarsa
asynchronous-advantage-actor-critic
double-dqn
prioritized-replay
sarsa-lambda
dueling-dqn
deep-deterministic-policy-gradient
proximal-policy-optimization
8.
Easy Scraping Tutorial
Simple but useful Python web scraping tutorial code.
✭ 583
jupyter-notebook
crawler
asyncio
regex
scrapy
scraping
requests
crawling
beautifulsoup
9.
Morvanzhou.github.io
莫烦Python Website source code
✭ 531
html
10.
Tensorflow Tutorial
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
✭ 4,122
python
machine-learning
tensorflow
tutorial
neural-network
cnn
gan
classification
generative-adversarial-network
rnn
regression
tensorflow-tutorials
autoencoder
dqn
deep-q-network
dropout
11.
Nlp Tutorials
Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com
✭ 394
python
nlp
tutorial
transformer
attention
seq2seq
12.
Pytorch A3c
Simple A3C implementation with pytorch + multiprocessing
✭ 364
python
pytorch
neural-network
gym
multiprocessing
actor-critic
a3c
13.
mnistGANs
Some implementations of GAN.
✭ 146
python
14.
tfnn
A high level API based on Tensorflow
✭ 30
python
15.
go-unit-test-demo
some golang unit test demos
✭ 19
go
shell
16.
train-classifier-from-scratch
Machine Learning: Collect data online and train a classifier from scratch
✭ 59
python
classifier
machine-learning
neural-network
tensorflow
classification
1-16
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16
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