baselines 开源项目推荐（70 个）

DLR-RM /stable-baselines3

稳定基线的PyTorch版本，强化学习算法的可靠实现。

Nixtla /statsforecast

使用统计和计量经济学模型的闪电般快速预测。

hill-a /stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Nixtla /neuralforecast

可扩展且用户友好的神经预测算法。

rguo12 /awesome-causality-algorithms

An index of algorithms for learning causality with data

TingFree /NLPer-Arsenal

收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中

Nixtla /hierarchicalforecast

采用统计与计量经济学方法的概率分层预测

araffin /robotics-rl-srl

S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics

RLE-Foundation /RLeXplore

RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven exploration (RIDE).

ContinualAI /continual-learning-baselines

Continual learning baselines and strategies from popular papers, using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb, and other strategies.

Stable-Baselines-Team /stable-baselines

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

gmftbyGMFTBY /MultiTurnDialogZoo

Multi-turn dialogue baselines written in PyTorch

x35f /unstable_baselines

Re-implementations of SOTA RL algorithms.

IntuneAdmin /IntuneBaselines

Intunebaselines by Wolkenman.nl

cxy1997 /MNIST-baselines

Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project

rpatrik96 /pytorch-a2c

A well-documented A2C written in PyTorch

ss87021456 /Recommendation-System-Baseline

Some common recommendation system baseline, with description and link.

rainx0r /metaworld-algorithms

Implementations of Multi-Task and Meta-Learning baselines for the Metaworld benchmark

StoneT2000 /rl-ts

An OpenAI Gym and Reinforcement Learning Library built in Typescript 🤖

zouguojian /Traffic-flow-prediction

This work considers combine multi-tricks with highway network to achieve traffic flow prediction accurately.