Stars
A Python Library for implementing systems and various control strategies
PySLM: A Python Library for 3D Printing and Additive Manufacturing
A Python library that can read, analysis, plot G-code files used in Additive Manufacturing (AM).
An overview of cases, public datasets, books and academic papers related to applying ML in industrial applications
A simulation package extending pybullet for industrial robot applications
Curated list of Industry 4.0 research, popular events, open-source software projects and learning resources that are worth looking into!
An open-source systems and controls toolbox for Python3
Application framework for industrial automation built on top of TwinCAT3 and .NET.
Pythonic scripting interface for Comsol Multiphysics
Use python for designing circuits (experimental) (deprecated in favor of https://electron-lang.org)
Python Rapid Artificial Intelligence Ab Initio Molecular Dynamics
A library for scientific machine learning and physics-informed learning
10 differentiable physical simulators built with Taichi differentiable programming (DiffTaichi, ICLR 2020)
Compositional Differentiable Programming Library
sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you need fine-grained control or an easy-to-use interface, sbi has …
Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data
Deep universal probabilistic programming with Python and PyTorch
My research experiment
tensordiffeq / TensorDiffEq
Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed computing
A Multi-Physics Systems Modelling Library
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
Brain-inspired Cognitive Intelligence Engine (BrainCog) is a brain-inspired spiking neural network based platform for Brain-inspired Artificial Intelligence and simulating brains at multiple scales…
Mesa is an open-source Python library for agent-based modeling, ideal for simulating complex systems and exploring emergent behaviors.
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphic…
Simulation of spiking neural networks (SNNs) using PyTorch.