Avinash's repositories
textgrad
TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.
rl-baselines3-zoo
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
stable-diffusion-tensorflow
Stable Diffusion in TensorFlow / Keras
OoD
Repository for theory and methods for Out-of-Distribution (OoD) generalization
vonenet
Repository for VOneNet models
DomainBed
DomainBed is a suite to test domain generalization algorithms
InvarianceUnitTests
Toy datasets to evaluate algorithms for domain generalization and invariance learning.
icebeem
Code for ICE-BeeM paper - NeurIPS 2020
game-of-noise
Trained model weights, training and evaluation code from the paper "Increasing the robustness of DNNs against image corruptions by playing the Game of Noise"
Best-README-Template
An awesome README template to jumpstart your projects!
meta-RL
This repository implements the meta-reinforcement learning algorithm for a variety of cognitive tasks using two separate network architecture.
machine_learning_with_tensorflow2
This repository will contain simple implementation of important machine learning algorithms using Tensorflow 2.
bayesian_inference
In this project, we will use bayesian inference to estimate the matter density parameter, the dark energy density parameter and the Hubble constant using Supernova luminosity data.
code_review_DS4S
Toy repository for learning the open source workflow