Chen Sun's repositories
cosyne-tutorial-2022
Cosyne workshop tutorial 2022
AIX360
Interpretability and explainability of data and machine learning models
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
bindsnet
Simulation of spiking neural networks (SNNs) using PyTorch.
catboost-tutorial
A small tutorial to demonstrate the power of CatBoost Algorithm
cisc474project
final project for cisc474
corpora
A collection of small corpuses of interesting data for the creation of bots and similar stuff.
evotorch
EvoTorch is an advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
Gradient-Rewiring
To appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021).
grid_world_solver
solving state values in a grid world
jukebox
Code for the paper "Jukebox: A Generative Model for Music"
machin
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
MultiNEAT
Portable NeuroEvolution Library
neat-python
Python implementation of the NEAT neuroevolution algorithm
nupic
Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.
paper-reading
深度学习经典、新论文逐段精读
pureples
Pure Python Library for ES-HyperNEAT. Contains implementations of HyperNEAT and ES-HyperNEAT.
pytorchmusicgen
music gen using pytorch
rl-starter-files
RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code
spikingjelly
SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
torch-ac
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
x-dialog
react的dialog弹层插件component，弹窗组件，自适应浮层。react-modal的深层改造