Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: baselines

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).

Language: Jupyter Notebook - Size: 1.91 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 322 - Forks: 14

hill-a/stable-baselines Fork of openai/baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Language: Python - Size: 9.88 MB - Last synced: 7 days ago - Pushed: almost 2 years ago - Stars: 4,064 - Forks: 725

Nixtla/neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

Language: Python - Size: 86.3 MB - Last synced: 14 days ago - Pushed: 14 days ago - Stars: 2,543 - Forks: 293

Nixtla/statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

Language: Python - Size: 178 MB - Last synced: 14 days ago - Pushed: 15 days ago - Stars: 3,600 - Forks: 247

rguo12/awesome-causality-algorithms

An index of algorithms for learning causality with data

Size: 320 KB - Last synced: 15 days ago - Pushed: 10 months ago - Stars: 2,818 - Forks: 437

DLR-RM/stable-baselines3

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

Language: Python - Size: 4.27 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 8,051 - Forks: 1,565

Nixtla/hierarchicalforecast

Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.

Language: Python - Size: 17.6 MB - Last synced: 21 days ago - Pushed: about 2 months ago - Stars: 526 - Forks: 61

mphe/upside-down-reinforcement-learning

An extended Upside Down Reinforcement Learning implementation based on PyTorch and Stable Baselines 3.

Language: Python - Size: 111 KB - Last synced: 21 days ago - Pushed: 22 days ago - Stars: 3 - Forks: 0

StoneT2000/rl-ts

An OpenAI Gym and Reinforcement Learning Library built in Typescript 🤖

Language: TypeScript - Size: 920 KB - Last synced: 8 days ago - Pushed: about 1 month ago - Stars: 21 - Forks: 5

araffin/robotics-rl-srl

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

Language: Python - Size: 7.78 MB - Last synced: about 1 month ago - Pushed: about 3 years ago - Stars: 592 - Forks: 90

x35f/unstable_baselines

Re-implementations of SOTA RL algorithms.

Language: Python - Size: 14.9 MB - Last synced: about 1 month ago - Pushed: 9 months ago - Stars: 113 - Forks: 11

zouguojian/Traffic-flow-prediction

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

Language: Python - Size: 452 MB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 13 - Forks: 3

B-HAR-HumanActivityRecognition/B-HAR_Baseline-Human-Activity-Recognition

This package focuses on the definition, standardization, and development of workflow for human activity recognition in depth analysis.

Language: Jupyter Notebook - Size: 2.87 MB - Last synced: 16 days ago - Pushed: about 3 years ago - Stars: 7 - Forks: 2

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.

Language: Python - Size: 238 KB - Last synced: about 2 months ago - Pushed: 4 months ago - Stars: 233 - Forks: 33

makeyourownmaker/CambridgeTemperatureNotebooks

Cambridge UK temperature forecast python notebooks

Language: Jupyter Notebook - Size: 2.35 GB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 5 - Forks: 3

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

Language: Python - Size: 11.5 MB - Last synced: about 2 months ago - Pushed: 9 months ago - Stars: 2,032 - Forks: 244

ivor4/multi_sb3 Fork of DLR-RM/stable-baselines3

Experimental version of Stable Baslines3 which expands SB3 2.2.1 to be able to define a multi algorithm training. Usage will be based on defer actions, observation space and rewards between its inner algorithms (PPO, DQN, SAC...). It is thought for projects which may rely on different strategies for different actions with a focused training

Size: 3.91 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

WangJingyao07/LLM-Papers-with-Code

🎉🎨 Papers, Code, Datasets for LLM and LVM

Size: 3.91 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 2 - Forks: 0

GNiendorf/drl-baselines

Personal Implementations of DRL Algorithms

Language: Python - Size: 15 MB - Last synced: 5 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

GNiendorf/maze

Maze environment for DRL generalization studies

Language: Python - Size: 1.11 MB - Last synced: 5 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

Ending2015a/unstable_baselines 📦

A TF2.0 implementation of RL baselines.

Language: Python - Size: 16.8 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 10 - Forks: 0

sahilgupta2105/Deep-Reinforcement-Learning

This repository contains code for simulating coupled motion of rigid ball and fluid in 2D and this is used as an environment in Gym to train a controller to balance the ball in air.

Language: C++ - Size: 10.5 MB - Last synced: 8 months ago - Pushed: over 5 years ago - Stars: 6 - Forks: 0

Stable-Baselines-Team/stable-baselines

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

Language: Python - Size: 9.05 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 259 - Forks: 57

gmftbyGMFTBY/MultiTurnDialogZoo

Multi-turn dialogue baselines written in PyTorch

Language: Python - Size: 23 MB - Last synced: 8 months ago - Pushed: about 4 years ago - Stars: 161 - Forks: 25

karthikbhamidipati/dqn-atari-breakout

Keras implementation of deep-q-network for Atari breakout of OpenAI Gym.

Language: Python - Size: 6.07 MB - Last synced: 8 months ago - Pushed: about 3 years ago - Stars: 3 - Forks: 0

RyanRizzo96/RL_baselines

A merge between OpenAI Baselines and Stable Baselines with increased focus on HER+DDPG and ease of use. Simply run the bash script to get started!

Language: Python - Size: 93.1 MB - Last synced: 10 months ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

ToineSayan/sequence-classification-with-bert

A useful repository for calculating classification baselines using Bert

Language: Python - Size: 76.3 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

nlpAThits/WiMCor

Wikipedia Metonymy Corpus

Language: Python - Size: 1.59 MB - Last synced: 11 months ago - Pushed: almost 4 years ago - Stars: 3 - Forks: 2

GNiendorf/snake

OpenAI's PPO baseline applied to the classic game of Snake

Language: Python - Size: 6.84 MB - Last synced: 4 months ago - Pushed: over 4 years ago - Stars: 6 - Forks: 1

capralifecycle/microservice-baseline 📦

Micro Service baseline: Jetty, Jersey, SLF4j, TestNG, Docker as Deployment unit

Language: Java - Size: 110 KB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0

cxy1997/MNIST-baselines

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

Language: Python - Size: 48.3 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 69 - Forks: 21

jabandersnatch/engym

This is an open-source repository for creating environments based on engineering problems and solving them using RL

Language: Python - Size: 10.6 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

rpatrik96/pytorch-a2c

A well-documented A2C written in PyTorch

Language: Python - Size: 8.79 KB - Last synced: over 1 year ago - Pushed: about 5 years ago - Stars: 35 - Forks: 5

saeed-anwar/COVID19-Baselines

COVID19 detection from Radiographs: Is Deep Learning able to handle the crisis ?

Size: 3.68 MB - Last synced: over 1 year ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 1

mmaguero/josa-corpus

Jopara (Guarani-dominant mixed with Spanish) sentiment analysis corpus

Size: 8.79 KB - Last synced: over 1 year ago - Pushed: about 2 years ago - Stars: 6 - Forks: 0

ss87021456/Recommendation-System-Baseline

Some common recommendation system baseline, with description and link.

Size: 27.3 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 36 - Forks: 6

matthieu637/ddrl

Deep Developmental Reinforcement Learning

Language: C++ - Size: 39.7 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 28 - Forks: 3

rupakc/Kaggle-Compendium

Baseline Python Scripts for Popular Kaggle Competitions

Language: Python - Size: 48.1 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 15 - Forks: 7

siat-nlp/NLP-docs

Docs of NLP/deep Learning/machine learning, etc. https://siat-nlp.github.io/docs

Language: HTML - Size: 2.1 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 10 - Forks: 7

ccnguyen/img-restoration-zoo

Image restoration models that can be used as a baseline (last updated 10/1/21)

Language: Python - Size: 60.5 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 4 - Forks: 0

B3EF/baselines Fork of 418sec/baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Language: Python - Size: 6.32 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

zhaoyang10/time-series-forecasting-baselines

By a chance of time forecasting competition, we build this repository for baselines.

Language: Python - Size: 3.29 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

frankroeder/dreamduck

World Models Experiments for Duckietown

Language: Python - Size: 26.4 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 2

Jash-2000/robo-soccer Fork of IEEE-BITS-Pilani-Student-Chapter/robo-soccer

Gym robosoccer environment for BITS Apogee - 2021

Language: Jupyter Notebook - Size: 2.15 MB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

SumedhSankhe/NYISO_Baseline

Methods to calculate performance for Demand Response Customers

Language: Python - Size: 304 KB - Last synced: over 1 year ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0

nekoharuyuki/SonicAI

ソニック・ザ・ヘッジホッグを機械学習で攻略する

Language: Python - Size: 18.6 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

Shahdsaf/dreamduck Fork of frankroeder/dreamduck

World Models Experiments for Duckietown

Language: Python - Size: 26.4 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 1

Marcnuth/pretrianed-keras-models

pretrained keras models for various tasks, which could be directly used for prediction or as baselines.

Language: Python - Size: 93.8 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

Related Keywords
baselines 48 reinforcement-learning 19 deep-learning 12 machine-learning 11 pytorch 10 openai-gym 9 gym 9 python 9 deep-reinforcement-learning 7 openai 6 tensorflow 5 ppo 4 toolbox 4 robotics 4 reinforcement-learning-algorithms 4 deep-neural-networks 4 nlp 4 python3 4 time-series 4 gym-environment 3 stable-baselines 3 keras 3 artificial-intelligence 3 data-science 3 openai-baselines 3 forecasting 3 ppo2 3 pybullet 2 convolutional-neural-networks 2 baseline 2 statistics 2 dqn 2 resnet 2 algorithms 2 time-series-forecasting 2 mujoco 2 pytorch-implementation 2 rl 2 stable 2 baselines-zoo 2 vae 2 self-driving-car 2 tensorflow2 2 mixture-density-networks 2 ducks 2 duckietown 2 dreaming 2 transformer 2 reinforcement-learning-agent 2 econometrics 2 dailydialog 1 chatbot 1 bert-model 1 td3 1 document-classification 1 huggingface-transformers 1 sequence-classification 1 dataset-generation 1 dbpedia 1 harvest-data 1 metonymy 1 wikipedia 1 benchmark 1 custom-environment 1 game 1 gym-environments 1 sd3 1 openai-environment 1 openai-ppo-baseline 1 qrdqn 1 attention 1 project 1 snake 1 capsnet 1 iqn 1 topdown 1 hran 1 hred 1 hred-attn 1 kgcvae 1 computer-graphics 1 multi-head 1 recosa 1 self-attention 1 seq2seq 1 control-systems 1 gcn 1 utterance-level-attention 1 vhred 1 word-level-attention 1 wseq 1 atari-breakout 1 ddpg-algorithm 1 deep-deterministic-policy-gradient 1 energy-based-prioritization 1 hindisght-experience 1 gat 1 fluid-simulation 1 prioritized-experience-replay 1 prioritized-replay 1