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The Top 22 Python Neural Network Simulation Open Source Projects

Open source projects categorized as Python Neural Network Simulation
Categories > Machine Learning > Neural Network
Categories > Science > Simulation
Phiflow ⭐ 1,093
A differentiable PDE solving framework for machine learning
total releases 40most recent commit 3 months ago
Pdebench ⭐ 522
PDEBench: An Extensive Benchmark for Scientific Machine Learning
total releases 1most recent commit 5 months ago
Sdsandbox ⭐ 398
This provides a sandbox simulator for training a self-driving car. This uses Unity for simulation and Python with Keras and Tensorflow for training. Recently updated to work on Python 3.4+ and Keras 2+
most recent commit a year ago
Bmtk ⭐ 246
Brain Modeling Toolkit
dependent packages 2total releases 13most recent commit 4 months agopypi bmtk} Downloads
Tensormol ⭐ 190
Tensorflow + Molecules = TensorMol
total releases 1most recent commit 6 years ago
Sims ⭐ 119
simulations for the Computational Cognitive Neuroscience textbook
total releases 36most recent commit 3 months ago
Phy Net ⭐ 116
compressing physics with neural networks
most recent commit 6 years ago
Neuroptica ⭐ 97
Flexible simulation package for optical neural networks
total releases 1most recent commit 4 years ago
Simulai ⭐ 81
A toolkit with data-driven pipelines for physics-informed machine learning.
total releases 23most recent commit 3 months ago
Pyrates ⭐ 68
Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.
most recent commit 3 months ago
Multi Area Model ⭐ 66
A large-scale spiking model of the vision-related areas of macaque cortex.
most recent commit 5 months ago
Spatio Temporal Point Process Simulator ⭐ 35
A Spatio-temporal point process simulator.
most recent commit a year ago
Kstar_tokamak_simulator ⭐ 30
A tokamak (nuclear fusion reactor) simulator with LSTM-based neural network (KSTAR-NN)
most recent commit 6 months ago
Actflowtoolbox ⭐ 29
The Brain Activity Flow ("Actflow") Toolbox. Tools to quantify the relationship between connectivity and task activity through network simulations and machine learning prediction. Helps determine how connections contribute to specific brain functions.
total releases 7most recent commit 4 months ago
Neurolight ⭐ 24
A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022
most recent commit 7 months ago
Darwinio ⭐ 19
Evolution Simulator
most recent commit 4 months ago
Spinn ⭐ 11
Sparse-input neural networks
most recent commit 4 years ago
Xy_universe ⭐ 10
A 2D Particle Survival Environment for Deep Reinforcement Learning
most recent commit 4 years ago
Bluecellulab ⭐ 8
Simulating and experimenting on single neurons
dependent packages 1total releases 54most recent commit 3 months agopypi bluecellulab} Downloads
Deeplearningcars ⭐ 6
Deep Learning Race Cars
most recent commit 7 years ago
Flappybirdai_neat_pygame ⭐ 5
Here is an implemtation of Neural Networks on a Flappy Bird Game with the usage of NEAT. Simulation achieved with pygame.
most recent commit 4 years ago
Edgeai ⭐ 5
most recent commit 5 years ago
The 2 Most Depended On Python Neural Network Simulation Open Source Projects
Bmtk ⭐ 246
Brain Modeling Toolkit
dependent packages 2total releases 13latest release July 02, 2023most recent commit 4 months agopypi bmtk} Downloads
Bluecellulab ⭐ 8
Simulating and experimenting on single neurons
dependent packages 1total releases 54latest release December 05, 2023most recent commit 3 months agopypi bluecellulab} Downloads
The 9 Latest Releases In Python Neural Network Simulation Open Source Projects
Bluecellulab ⭐ 8
Simulating and experimenting on single neurons
dependent packages 1total releases 54latest release December 05, 2023most recent commit 3 months agopypi bluecellulab} Downloads
Phiflow ⭐ 1,093
A differentiable PDE solving framework for machine learning
total releases 40latest release November 26, 2023most recent commit 3 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
Sims ⭐ 119
simulations for the Computational Cognitive Neuroscience textbook
total releases 36latest release October 07, 2023most recent commit 3 months ago
Pdebench ⭐ 522
PDEBench: An Extensive Benchmark for Scientific Machine Learning
total releases 1latest release August 25, 2023most recent commit 5 months ago
Bmtk ⭐ 246
Brain Modeling Toolkit
dependent packages 2total releases 13latest release July 02, 2023most recent commit 4 months agopypi bmtk} Downloads
Neuroptica ⭐ 97
Flexible simulation package for optical neural networks
total releases 1latest release March 13, 2019most recent commit 4 years ago
Tensormol ⭐ 190
Tensorflow + Molecules = TensorMol
total releases 1latest release November 08, 2017most recent commit 6 years ago
Popular Machine Learning Categories
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