antoine-galataud

antoine-galataud's Stars

• eugeneyan/applied-ml

  📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

  27.3k947243.7k

• HarisIqbal88/PlotNeuralNet

  Latex code for making neural networks diagrams

  Language:TeX22.1k2261222.9k

• yzhao062/pyod

  A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

  Language:Python8.6k1453351.4k

• vwxyzjn/cleanrl

  High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

  Language:Python5.6k37184637

• fastai/nbdev

  Create delightful software with Jupyter Notebooks

  Language:Jupyter Notebook4.9k46889487

• google-deepmind/alphageometry

  Language:Python4.1k53122465

• maziarraissi/PINNs

  Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

  Language:Python3.9k117551.3k

• facebookresearch/Pearl

  A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.

  Language:Jupyter Notebook2.6k3359162

• datamllab/tods

  TODS: An Automated Time-series Outlier Detection System

  Language:Python1.4k2989194

• PyPSA/PyPSA

  PyPSA: Python for Power System Analysis

  Language:Python1.2k71362454

• NREL/EnergyPlus

  EnergyPlus™ is a whole building energy simulation program that engineers, architects, and researchers use to model both energy consumption and water use in buildings.

  Language:C++1.1k997.4k390

• pnnl/neuromancer

  Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

  Language:Python9132870120

• robotics-survey/Awesome-Robotics-Foundation-Models

  90126286

• opendilab/awesome-decision-transformer

  A curated list of Decision Transformer resources (continually updated)

  70621229

• intelligent-environments-lab/CityLearn

  Official reinforcement learning environment for demand response and load shaping

  Language:Python4721958171

• TheDatumOrg/kshape-python

  Python implementation of k-Shape

  Language:Python332813105

• montrealrobotics/DeepRLInTheWorld

  From search engines, to science, to robotics, this reposity is meant to showcase the use of reinforcement learning in the world..

  21619228

• idrl-lab/idrlnet

  IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.

  Language:Python20212653

• IBM/rl-testbed-for-energyplus

  Reinforcement Learning Testbed for Power Consumption Optimization using EnergyPlus

  Language:Python189226877

• ugr-sail/sinergym

  Gym environment for building simulation and control using reinforcement learning

  Language:Python133726235

• Jianxun-Wang/PIMBRL

  Physics-informed Dyna-style model-based deep reinforcement learning for dynamic control

  Language:Python444410

• LBNL-ETA/AlphaBuilding-SyntheticDataset

  Language:Jupyter Notebook413211

• airboxlab/rllib-energyplus

  Simple EnergyPlus environments for control optimization using reinforcement learning

  Language:Python404148

• NREL/OpenStudio-resources

  Language:HTML1829329

• baeda-polito/Transfer_learning_building_dynamics

  Language:Python14112

• NREL/EnergyPlusRegressionTool

  Tools for running regressions on EnergyPlus outputs

  Language:HTML985411

• airboxlab/rllib-fast-serve

  Tools and examples to export policies trained with Ray RLlib for lightweight and fast inference

  Language:Python8303

• airboxlab/grafener

  EnergyPlus simulation data visualization with Grafana

  Language:Python6681

• vtaboga/PEPS

  Python-EnergyPlus Simulator

  Language:Python2100

• airboxlab/weeksched

  A tool to manage weekly schedules

  Language:Python110