April Liu 's starred repositories
ControlLoRA
ControlLoRA: A Lightweight Neural Network To Control Stable Diffusion Spatial Information
decision-transformer
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.
awesome-ml-privacy-attacks
An awesome list of papers on privacy attacks against machine learning
project-azua
Data Efficient Decision Making
torchbeastpopart
Deep Learning Project
soft-actor-critic
Modified versions of the SAC algorithm from spinningup for discrete action spaces and image observations.
fairmotion
Tools to load, process and visualize motion capture data
Unity_ML_Agents
This is the code for "Unity AI" by Siraj Raval on Youtube
dynamics-aware-embeddings
Official implementation of DynE, Dynamics-aware Embeddings for RL
python-patterns
A collection of design patterns/idioms in Python
Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
gym-continuousDoubleAuction
A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.
SolvingAlmostAnythingWithBert
BioBert Pytorch
pytorch-wgan
Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP
On-the-Generation-and-Evaluation-of-Synthetic-Tabular-Data-using-GANs
Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs
private-ai
Repo for Udacity's Secure & Private AI course
differentiable-particle-filters
Source code and data for the paper "Differentiable Particle Filters: End-to-End Learning with Algorithmic Priors"