Yudi Xie's repositories
Novelty_analysis
Matlab and Python code for novelty exploration behavior analysis
YudiXie.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
ai-safety-gridworlds
This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents.
behavioral_analysis
python code to analysis mice behavior from tracking data
Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
CORnet
[NeurIPS2019] CORnet: Modeling the Neural Mechanisms of Core Object Recognition
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
EmbodiedQA
Train embodied agents that can answer questions in environments
neural-brain-models
Code for the course: Advanced neural architectures to model the brain
generalization_grid_games
Games on a 2D grid that require substantial generalization
getting-started
Getting Started Material
gym-minigrid
Minimalistic gridworld package for OpenAI Gym
introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
metaworld
An open source robotics benchmark for meta- and multi-task reinforcement learning
neurogym
A curated collection of neuroscience tasks with a common interface.
policies_logic_programs
Few-shot Bayesian Imitation Learning with Policies as Logic over Programs
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
rlkit
Collection of reinforcement learning algorithms
Short-term-plasticity-RNN
Short-term plasticity RNN models in Tensorflow
SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
tdw
ThreeDWorld simulation environment
tdw_image_dataset
Generate synthetic image datasets with TDW
vision
A framework for evaluating models on their alignment to brain and behavioral measurements (50+ benchmarks)
viskit
rllab's viskit with some added features