seungjaeryanlee/ml-boilerplate

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Created almost 4 years ago
Updated almost 4 years ago

seungjaeryanlee/ml-boilerplate

seungjaeryanlee

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ML Boilerplate using PyTorch Lightning, Hydra, and Optuna

awesome-rl-competitions

List of competitions related to Reinforcement Learning

rldb

Performances of Reinforcement Learning Agents

osim-rl-helper

Helper for NeurIPS 2018 Challenge: AI for Prosthetics

Jupyter Notebook

implementations-nfq

Neural Fitted Q Iteration - First Experiences with a Data Efficient Neural Reinforcement Learning Method

rl-exploration

Reinforcement Learning papers on exploration methods.

awesome-rl-cfp

Collection of awesome Call for Papers to submit your Reinforcement Learning papers

playing-hard-exploration-games-by-watching-youtube

[WIP] Playing Hard Exploration Games by Watching YouTube (Aytar et al., 2018)

Jupyter Notebook

MagNet

Machine Learning Methods for Magnetic Modeling

Jupyter Notebook

awesome-optimizers

A curated list of optimizers for machine learning.

endtoend.ai

python3-boilerplate

Python3 boilerplate with Pylint, Pytest, Sphinx, and TravisCI

sutton-barto-notebooks

Jupyter Notebooks for Sutton & Barto's Reinforcement Learning: An Introduction

Jupyter Notebook

Doumi-Chess

C++ UCI Chess Engine

pure-noise

Jupyter Notebook

implementations-dqn

Human-level control through Deep Reinforcement Learning

nma-cn-project

Project for Neuromatch Academy: Computational Neuroscience

Jupyter Notebook

combined-experience-replay

A Deeper Look at Experience Replay (Zhang and Sutton, 2017)

rl-streetfighter

Single Player Street Fighter 3 environment with MAME Toolkit

baselines-pytorch

High-quality PyTorch 1.0 implementations of widely used Deep RL algorithms.

leetcode

Python 3 Solutions to LeetCode problems.

pdfigcapx-api

princeton-mat321

Python Code for MAT321: Numerical Methods (Fall 2020)

Jupyter Notebook

awesome-GAN-art

This is a curated collection of artworks generated with Generative Adversarial Networks (GANs).

chocolate

Python's kwargs, improved.

SpyfallRL

Jupyter Notebook

ryann

Ryan's Yet Another Neural Network

meta-learning-with-memory-augmented-neural-networks

Meta-Learning with Memory-Augmented Neural Networks

python-pdf-extraction

Comparing PDF extraction libraries in Python

wrong

Evaluate your unit test skills

implementations

A centralized repository for all my paper implementations.

rlee

Rlee is a research framework built on top of PyTorch 1.0 for fast prototyping of novel reinforcement learning algorithms.

baseball-action-recognition

retro-agents

Agents for OpenAI Retro Contest

Jupyter Notebook