Surrogates.jl
Surrogate modeling and optimization for scientific machine learning (SciML)
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Modelingtoolkit.jl | 1,292 | 3 months ago | 438 | other | Julia | |||||
| An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations | ||||||||||
| Vsl | 311 | 4 months ago | 25 | mit | V | |||||
| V library to develop Artificial Intelligence and High-Performance Scientific Computations | ||||||||||
| Surrogates.jl | 302 | 3 months ago | 34 | other | Julia | |||||
| Surrogate modeling and optimization for scientific machine learning (SciML) | ||||||||||
| Xitorch | 108 |  | 4 | a year ago | 8 | May 26, 2021 | 9 | mit | Python | |
| Differentiable scientific computing library | ||||||||||
| Spirit | 102 | a year ago | 132 | mit | C++ | |||||
| Atomistic Spin Simulation Framework | ||||||||||
| Autooptimize.jl | 75 | 2 years ago | 8 | mit | Julia | |||||
| Automatic optimization and parallelization for Scientific Machine Learning (SciML) | ||||||||||
| Numerics Notes | 40 | 4 months ago | 1 | Jupyter Notebook | ||||||
| Slides/notes and Jupyter notebook demos for an introductory course of numerical analysis/scientific computing | ||||||||||
| Fastmat | 23 |  | 1 | a year ago | 16 | March 04, 2021 | 15 | apache-2.0 | Cython | |
| A library to build up lazily evaluated expressions of linear transforms for efficient scientific computing. | ||||||||||
| Nextai Machinelearning | 21 | 2 years ago | Jupyter Notebook | |||||||
| Materials for the NextAI Technical Stream Course on Machine Learning | ||||||||||
| Data Science Python Tutorials | 7 | 6 years ago | Jupyter Notebook | |||||||
| Repository contains many notebooks focused on scientific Python usage in tutorial way | ||||||||||
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Julia
Optimization
Scientific
Automatic Differentiation
High Performance Computing