Ke Xue's repositories
alphafold2
To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released
madac
Official implementation of NeurIPS22 paper “Multi-agent Dynamic Algorithm Configuration”
MCTS-VS
Official implementation of NeurIPS 22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"
bbo
Black-box optimization for real-world scenario
dac4automlcomp
DAC4AutoML Competition
DAC4RL
DAC4RL track of DAC4AutoML competition at AutoML Conf
dcd
Implementations of robust Dual Curriculum Design (DCD) algorithms for unsupervised environment design.
ERL-Re2
This is the official implementation of ERL-Re2.
ESCP
Code for Adapting Environment Sudden Changes by Learning Context Sensitive Policy
highway-env
A minimalist environment for decision-making in autonomous driving
IDToolkit
IDToolkit: A Toolkit for Benchmarking and Developing Inverse Design Algorithms in Nanophotonics, KDD'23
lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
MacroPlacement
Macro Placement - benchmarks, evaluators, and reproducible results from leading methods in open source
map_elites_tutorial
Jupyter notebook for the MAP-Elites algorithms (Mouret & Clune, 2015)
MORL
Multi-Objective Reinforcement Learning
mujoco-py
MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.
myTemplate
To be the world's best PyTorch project template.
NeoRL
This is a mirror of https://agit.ai/Polixir/NeoRL.git
NeurIPS2021-ML4CO-KIDA
1st Solution For NeurIPS 2021 Competition on ML4CO Dual Task
paired
PAIRED in PyTorch 🔥
Paper-Writing-Tips
MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips
pytorch-optimizer
torch-optimizer -- collection of optimizers for Pytorch
quality-diversity.github.io
Website for Quality-Diversity optimisation algorithms
xxkk.github.io
RMSnow's Blog