Satpreet's repositories
UWBeamerPosterTemplate
BeamerPoster Template using UW colors and logo
Practical_RL
A course in reinforcement learning in the wild
aima-exercises
Exercises for the book Artificial Intelligence: A Modern Approach
annotated_latex_equations
Examples of how to create colorful, annotated equations in Latex using Tikz.
Awesome-VAEs
A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
Deep-RL-Notes
A collection of comprehensive notes on Deep Reinforcement Learning, based on UC Berkeley's CS 285 (prev. CS 294-112)
evostrat
A library that makes Evolutionary Strategies (ES) simple to use.
Greedy_InfoMax
Code for the paper: Putting An End to End-to-End: Gradient-Isolated Learning of Representations
grid-pattern-formation
repository for Neurips 2019 publication code
hopfield-layers
Hopfield Networks is All You Need
jax-rl
Jax (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.
mathematical-tours.github.io
Site web of the Mathematical Tours
mining2021
Code to accompany: https://arxiv.org/abs/2001.08349
pfrl
PFRL: a PyTorch-based deep reinforcement learning library
PPSeq.jl
Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains
Research_CV_Template
A clean and crisp CV template
RL-Adventure-2
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
rl_trickery
A bag of tricks for reinforcement learning
satpreetsingh.github.io
Homepage
seqMultiTaskRNN
sequential learning in orthogonal subspaces
Site
Repository for managing the Data Science in Practice website.
stochastic-control
Course notes for ECSE 506: Stochastic Control and Decision Theory
V-MPO_Lunarlander
Simple implementation of V-MPO proposed in https://arxiv.org/abs/1909.12238
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
WaterLily
Real-time fluid simulator in Julia
