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The Top 23 Python Machine Learning Simulation Open Source Projects

Open source projects categorized as Python Machine Learning Simulation
Categories > Machine Learning > Machine Learning
Categories > Science > Simulation
Ai Economist ⭐ 1,022
Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).
total releases 13most recent commit 9 months ago
Osim Rl ⭐ 695
Reinforcement learning environments with musculoskeletal models
most recent commit 4 years ago
Cam2bev ⭐ 627
TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.
most recent commit 4 months ago
Pdebench ⭐ 522
PDEBench: An Extensive Benchmark for Scientific Machine Learning
total releases 1most recent commit 5 months ago
Facet ⭐ 483
Human-explainable AI.
total releases 27most recent commit 5 months ago
Nuplan Devkit ⭐ 474
The devkit of the nuPlan dataset.
most recent commit 7 months ago
Recsim ⭐ 454
A Configurable Recommender Systems Simulation Platform
total releases 13most recent commit 3 years ago
Gym Electric Motor ⭐ 250
Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors
total releases 13most recent commit 5 months ago
Maze ⭐ 249
Maze Applied Reinforcement Learning Framework
total releases 21most recent commit 5 months ago
Ml Fairness Gym ⭐ 246
most recent commit 2 years ago
Catanatron ⭐ 217
Settlers of Catan Bot Simulator and Strong AI Player
dependent packages 1total releases 10most recent commit 5 months agopypi catanatron} Downloads
V2x Vit ⭐ 205
[ECCV2022] Official Implementation of paper "V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer"
most recent commit 8 months ago
Smartsim ⭐ 196
SmartSim Infrastructure Library.
total releases 8most recent commit 3 months ago
Tensormol ⭐ 190
Tensorflow + Molecules = TensorMol
total releases 1most recent commit 6 years ago
Rl_trading ⭐ 181
An environment to high-frequency trading agents under reinforcement learning
most recent commit 7 years ago
Deepdrr ⭐ 166
Code for "DeepDRR: A Catalyst for Machine Learning in Fluoroscopy-guided Procedures". https://arxiv.org/abs/1803.08606
most recent commit 6 months ago
Msrflute ⭐ 164
Federated Learning Utilities and Tools for Experimentation
most recent commit 8 months ago
Sgdml ⭐ 124
sGDML - Reference implementation of the Symmetric Gradient Domain Machine Learning model
most recent commit 8 months ago
Ml Recon ⭐ 123
most recent commit 5 years ago
Robotics Object Pose Estimation ⭐ 116
A complete end-to-end demonstration in which we collect training data in Unity and use that data to train a deep neural network to predict the pose of a cube. This model is then deployed in a simulated robotic pick-and-place task.
most recent commit 2 years ago
Merlin ⭐ 112
Machine Learning for HPC Workflows
total releases 34most recent commit 3 months ago
Paramonte ⭐ 112
ParaMonte: Plain Powerful Parallel Monte Carlo and MCMC Library for Python, MATLAB, Fortran, C++, C.
total releases 38most recent commit 3 years ago
Tiger ⭐ 108
Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)
total releases 11most recent commit 2 years ago
The 2 Most Depended On Python Machine Learning Simulation Open Source Projects
Soprano ⭐ 6
Soprano - a Python library to crack crystals!
dependent packages 3total releases 18latest release November 03, 2021most recent commit a year agopypi Soprano} Downloads
Catanatron ⭐ 217
Settlers of Catan Bot Simulator and Strong AI Player
dependent packages 1total releases 10latest release July 17, 2022most recent commit 5 months agopypi catanatron} Downloads
The 10 Latest Releases In Python Machine Learning Simulation Open Source Projects
Smartsim ⭐ 196
SmartSim Infrastructure Library.
total releases 8latest release December 18, 2023most recent commit 3 months ago
Colmena ⭐ 38
Library for steering campaigns of simulations on supercomputers
total releases 21latest release November 16, 2023most recent commit 4 months ago
Facet ⭐ 483
Human-explainable AI.
total releases 27latest release November 15, 2023most recent commit 5 months ago
Simulai ⭐ 81
A toolkit with data-driven pipelines for physics-informed machine learning.
total releases 23latest release November 14, 2023most recent commit 3 months ago
Merlin ⭐ 112
Machine Learning for HPC Workflows
total releases 34latest release October 23, 2023most recent commit 3 months ago
Loopquest ⭐ 26
A Production Tool for Embodied AI
total releases 11latest release October 22, 2023most recent commit 4 months ago
Pdebench ⭐ 522
PDEBench: An Extensive Benchmark for Scientific Machine Learning
total releases 1latest release August 25, 2023most recent commit 5 months ago
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