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EnzymeAD/Enzyme

Enzyme is a high-performance automatic differentiation library for LLVM and MLIR, enabling efficient machine learning and scientific computing.

1.5K
Active
LLVM
LLM Frameworks
API Frameworks
#automatic-differentiation#deep-learning#gradient

Unidata/MetPy

MetPy is a Python library for reading, visualizing, and performing calculations with weather data.

1.4K
Active
Python
Databases
Backend Frameworks
Python
#meteorology#weather-data#atmospheric-science

trilinos/Trilinos

A high-performance computing library for scientific and engineering applications, primarily written in C++.

1.4K
Active
C++
API Frameworks
Databases
#high-performance-computing#scientific-computing#hpc

owlbarn/owl

A GitHub repository for Owl, a OCaml Scientific Computing framework

1.3K
Stable
OCaml
OCaml
#scientific-computing#numerical-calculations#optimization

itamarst/eliot

Eliot is a Python logging library that provides detailed causality analysis and tracing for complex distributed systems.

1.2K
Active
Python
API Frameworks
Tracing
Twisted
#logging#causality-analysis#tracing

inducer/pyopencl

OpenCL integration for Python, with advanced features for parallel computing and GPU acceleration.

1.1K
Active
Python
AI SDKs & Wrappers
API Frameworks
Python
#opencl#gpu#parallel-computing

pdebench/PDEBench

An extensive benchmark for scientific machine learning, focused on physics-informed neural networks and partial differential equations.

1.1K
Experimental
Python
ML Ops
API Frameworks
PyTorch
#benchmark#partial-differential-equations#neural-networks
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