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#

baselines

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Here are 70 public repositories matching this topic...

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stable-baselines3

DLR-RM / stable-baselines3

Star 14k

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

python machine-learning reinforcement-learning robotics pytorch toolbox openai gym reinforcement-learning-algorithms sde baselines stable-baselines sb3 gsde
  • Updated Oct 26, 2026
  • Python

Nixtla / statsforecast

Star 5k

Lightning ⚡️ fast forecasting with statistical and econometric models.

python data-science machine-learning statistics time-series econometrics forecasting predictions arima theta prophet automl naive ets fbprophet exponential-smoothing baselines neuralprophet seasonal-naive mstl
  • Updated Nov 11, 2026
  • Python
stable-baselines

hill-a / stable-baselines

Star 4.3k

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

python data-science machine-learning reinforcement-learning toolbox openai gym reinforcement-learning-algorithms baselines
  • Updated Sep 4, 2022
  • Python

Nixtla / neuralforecast

Star 4.3k

Scalable and user friendly neural 🧠 forecasting algorithms.

machine-learning deep-neural-networks deep-learning time-series neural-network pytorch transformer forecasting tft hint baselines probabilistic-forecasting robust-regression hierarchical-forecasting deepar baselines-zoo nbeats esrnn nbeatsx nhits
  • Updated Nov 11, 2026
  • Python

rguo12 / awesome-causality-algorithms

Star 3.3k

An index of algorithms for learning causality with data

awesome learning-to-rank recommender-system causality causality-analysis causal-inference multilabel-classification baselines causality-algorithms unconfoundedness-assumption
  • Updated Oct 28, 2026
NLPer-Arsenal

TingFree / NLPer-Arsenal

Star 2.2k

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

nlp gpu pytorch baselines nlp-competition nlp-conference nlp-media
  • Updated Aug 29, 2023
  • Python

Nixtla / hierarchicalforecast

Star 767

Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.

python statistics timeseries time-series reconciliation econometrics forecasting hierarchical mint forecasting-models topdown coherent probabilistic-models erm baselines time-series-forecasting bottomup middleout hierarchical-forecast permbu
  • Updated Nov 5, 2026
  • Python

araffin / robotics-rl-srl

Star 655

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

arm reinforcement-learning robotics state pytorch kuka gym representation-learning baxter-robot pybullet baselines
  • Updated Apr 5, 2021
  • Python

RLE-Foundation / RLeXplore

Star 469

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).

machine-learning reinforcement-learning robotics pytorch toolbox gym efficient-algorithm pybullet baselines exploration-strategy
  • Updated Apr 4, 2025
  • Jupyter Notebook

ContinualAI / continual-learning-baselines

Star 357

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

gem assessment literature experiments reproduction ewc lifelong-learning baselines continual-learning elastic-weight-consolidation lwf icarl synaptic-intelligence agem gdumb
  • Updated Feb 20, 2024
  • Python

Stable-Baselines-Team / stable-baselines

Star 309

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

python machine-learning reinforcement-learning openai-gym toolbox openai gym rl baselines stable-baselines
  • Updated Apr 29, 2023
  • Python

gmftbyGMFTBY / MultiTurnDialogZoo

Star 163

Multi-turn dialogue baselines written in PyTorch

chatbot transformer seq2seq attention gcn hred baselines self-attention gat multi-head kgcvae wseq recosa vhred hran hred-attn dshred word-level-attention utterance-level-attention dailydialog
  • Updated Mar 10, 2020
  • Python

x35f / unstable_baselines

Star 137

Re-implementations of SOTA RL algorithms.

reinforcement-learning pytorch model-based-rl baselines meta-rl
  • Updated Sep 7, 2023
  • Python

IntuneAdmin / IntuneBaselines

Star 103

Intunebaselines by Wolkenman.nl

android microsoft windows macos security apple cis modern edge baseline defender mdm workplace intune baselines intune-administrator mwp windows11 workplace-safety intunebaselines
  • Updated Oct 30, 2026
  • PowerShell

cxy1997 / MNIST-baselines

Star 69

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

pytorch vgg mnist-classification lenet densenet resnet googlenet resnext mobilenet shufflenet dual-path-networks senet baselines capsnet mobilenetv2 pnasnet preact-resnet
  • Updated Dec 26, 2018
  • Python

rpatrik96 / pytorch-a2c

Star 53

A well-documented A2C written in PyTorch

python deep-neural-networks reinforcement-learning deep-learning deep-reinforcement-learning openai-gym python3 pytorch reinforcement-learning-algorithms advantage actor-critic pytorch-tutorial reinforcement-learning-agent advantage-actor-critic a2c baselines pytorch-implementation stable-baselines episode-rollout
  • Updated Jun 3, 2019
  • Python

ss87021456 / Recommendation-System-Baseline

Star 42

Some common recommendation system baseline, with description and link.

research collaborative-filtering matrix-factorization recommendation-system baselines session-based
  • Updated Dec 14, 2018

rainx0r / metaworld-algorithms

Star 40

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

reinforcement-learning robotics baselines jax
  • Updated May 20, 2026
  • Python

StoneT2000 / rl-ts

Star 32

An OpenAI Gym and Reinforcement Learning Library built in Typescript 🤖

typescript reinforcement-learning algorithms distributed-computing gym baselines
  • Updated Mar 10, 2025
  • TypeScript

zouguojian / Traffic-flow-prediction

Star 30

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

deep-learning tensorflow physical-modeling multi-task-learning baselines traffic-flow-prediction spatial-attention graph-neural-networks temporal-attention spatio-temporal-attention generative-inference
  • Updated May 6, 2025
  • Python

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