Ge Yang (@geyang)
github

geyang

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Top repositories

1

ml_logger

A logger, server and visualization dashboard for ML projects
Python
192
star
2

deep-auto-punctuation

a pytorch implementation of auto-punctuation learned character by character
Jupyter Notebook
142
star
3

deep_learning_notes

a collection of my notes on deep learning
Jupyter Notebook
123
star
4

grammar_variational_autoencoder

pytorch implementation of grammar variational autoencoder
Python
60
star
5

plan2vec

Public Release of Plan2vec Implementation in pyTorch
Python
56
star
6

char2wav_pytorch

pytorch implementation of lyre.ai's char2wav model
Python
32
star
7

deep_learning_papers_TLDR

repository for my TLDR for deep learning papers (and SML papers!)
Mathematica
18
star
8

gym-fetch

A collection of manipulation tasks with the fetch robot
Python
18
star
9

jaynes-starter-kit

a starter-kit for jaynes, the cloud-agnostic launch library
Python
16
star
10

react-prosemirror

JavaScript
16
star
11

e-maml

E-MAML, and RL-MAML baseline implemented in Tensorflow v1
Python
15
star
12

deep_learning_plotting_example

Some of the plotting code used in our paper, as an example for good-looking plots.
Python
13
star
13

unitree-go1-setup-guide

Setup guide for the UniTree Go1 robot
Python
12
star
14

variational_autoencoder_pytorch

pyTorch variational autoencoder, with explainations
Jupyter Notebook
10
star
15

params-proto

params_proto, a collection of decorators that makes shell argument passing declarative
Python
10
star
16

ffn

Public Repo for the paper "Overcoming The Spectral-Bias of Neural Value Approximation"
Python
7
star
17

react-docgen-loader

a small webpack loader that generates react component metaData using react-docgen
JavaScript
7
star
18

nanoGPT

Adapted version of nanoGPT for teaching
Jupyter Notebook
7
star
19

torch-ppo

PyTorch implementation of PPO, A2C, ACKTR, and GAIL
Python
6
star
20

gym-distracting-control

this is a packaged version of the distracting control suite from Stone et al.
Python
6
star
21

jaynes

Python
6
star
22

gym-dmc

DeepMind Control Suite plugin for gym
Jupyter Notebook
5
star
23

gym-sawyer

Sawyer robot adapter for OpenAI gym
Jupyter Notebook
4
star
24

yatta

yatta is a cli tool that manages a local *.bib index for your PDFs.
JavaScript
4
star
25

zaku

Machine Learning Job Queue and Procedural Calls
Python
4
star
26

visdom_helper

helpers for pyTorch and visdom to better impedance match.
Python
3
star
27

deep_machine_translation

A sequence to sequence model implemented in pyTorch
Python
3
star
28

practical-rl-at-scale

example for running RL code bases at scale
Python
3
star
29

ml-research-containers

A list of community maintained docker images for deep reinforcement learning research
Dockerfile
3
star
30

tensorflow_data_loading

A list of data loading patterns for TensorFlow
Python
3
star
31

reinforcement_learning_learning_notes

Python
3
star
32

legged-control-suite

A collection of legged robot environments built off DeepMind control
Python
3
star
33

moleskin

A Debugging and console print utility for python
Python
2
star
34

savio-starter-kit

starter-kit for running stuff on the Berkeley Research Cluster Savio cluster Batteries Included!🔋
Python
2
star
35

react-markdownit

JavaScript
2
star
36

KL_divergence

small example demonstrating the difference between KL(P||Q) vs KL(Q||P)
Jupyter Notebook
2
star
37

waterbear

Waterbear is a simple utility that makes your python dictionary accessible via dot notation.
Python
2
star
38

computer_science_basics

some of the basic topics for computer science.
Jupyter Notebook
2
star
39

ml-logger_examples

Usages Examples for ML-Logger
Python
1
star
40

vuer

Python
1
star
41

ICLR_2018_analysis

Analyzing the submission metadata from ICLR 2018
Python
1
star
42

graph-search

collection of graph-search algorithms
Python
1
star
43

react-component-props-table

a table component that takes the meta-data of a react component and renders it in a table
JavaScript
1
star
44

MyFirstApp

Java
1
star
45

tf_logger

logging utility for tensorboard
Python
1
star
46

rl-playground-old

playground repo for rl algorithms
Jupyter Notebook
1
star
47

dave

A command line utility that runs your script using arguments from a yaml config file
Python
1
star
48

many-world

a many-world task suite
Python
1
star
49

react-es6-template

a minimal react es6 template with automatic document generation
JavaScript
1
star
50

react-vis-graph-components

a link-graph component built on top of react-vis
JavaScript
1
star
51

react-codemirror

JavaScript
1
star
52

react-bristol

a react canvas paint component
JavaScript
1
star
53

torch_helpers

A collection of helpers for pyTorch
Python
1
star
54

megadraft-demo

JavaScript
1
star
55

memory

Collection of Replay Buffers for Reinforcement Learning Research
Makefile
1
star