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alpaca-lora

Code for reproducing the Stanford Alpaca InstructLLaMA result on consumer hardware

bogaaak.github.io

deepspeed-sagemaker-example

dominance-filters

filter actions using (cumulative) dominance

examples

TensorFlow examples

gazeheuristic

Explore effectiveness and failure modes of the Gaze Heuristic

gradio

Create UIs for your machine learning model in Python in 3 minutes

gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-feature-gridworld

A simple gridworld environment where state-action pairs have a simple feature representation. Uses OpenAI gym format.

models

Models and examples built with TensorFlow

promp

ProMP: Proximal Meta-Policy Search

pytetris

pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

q-learning-introduction

Code for the talk "A gentle introduction to Q-learning in Python" held at the PyData Bristol Meetup on July 18, 2019.

rand_param_envs

Random parameter environments using gym 0.7.4 and mujoco-py 0.5.7

rl-baselines-zoo

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

rl-visualizations

Simple visualizations of basic RL algorithms in a simple gridworld. Written in Python, the visualizations can be seen directly in the respective jupyter notebooks.

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

stew

Shrinkage Toward Equal Weights

stew-tetris

Shrinkage Toward Equal Weights in Tetris

td-gammon

Implementation of TD-Gammon in TensorFlow.

template

This is the repository for the distill web framework

tetris

A Tetris implementation tailored for use in reinforcement learning applications.

toy-data

Create toy data for linear or deep machine learning models

v97

Proceedings of ICML 2019

weightagnostic.github.io

repo for interactive article