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baselines

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DLR-RM / stable-baselines3

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 Feb 21, 2026
Python

Nixtla / statsforecast

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 Feb 26, 2026
Python

hill-a / stable-baselines

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

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 Feb 26, 2026
Python

rguo12 / awesome-causality-algorithms

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 Jan 22, 2025

TingFree / NLPer-Arsenal

Shou Lu NLPJing Sai Ce Lue Shi Xian , Ge Ren Wu baseline, Xiang Guan Jing Sai Jing Yan Tie (Dang Qian Sai Shi , Wang Qi Sai Shi , Xun Lian Sai ), NLPHui Yi Shi Jian , Chang Yong Zi Mei Ti , GPUTui Jian Deng ,Chi Xu Geng Xin Zhong

nlp gpu pytorch baselines nlp-competition nlp-conference nlp-media

Updated Aug 29, 2023
Python

Nixtla / hierarchicalforecast

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 Feb 26, 2026
Python

araffin / robotics-rl-srl

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

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

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

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

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

Re-implementations of SOTA RL algorithms.

reinforcement-learning pytorch model-based-rl baselines meta-rl

Updated Sep 7, 2023
Python

cxy1997 / MNIST-baselines

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

IntuneAdmin / IntuneBaselines

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 Nov 29, 2025
HTML

rpatrik96 / pytorch-a2c

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

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

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

reinforcement-learning robotics baselines jax

Updated Aug 20, 2025
Python

StoneT2000 / rl-ts

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

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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