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Discover 88 open source projects
Showing 1-20 of 88 projects
jax-ml/jax
JAX is a high-performance numerical computing library for Python, enabling transformations like differentiation and JIT compilation for GPUs/TPUs.
taichi-dev/taichi
Taichi Lang is a high-performance GPU programming language embedded in Python for numerical computation and parallel execution.
ggml-org/ggml
A tensor library for machine learning, with a focus on large language models and automatic differentiation.
OpenMined/PySyft
A Python library for secure and private machine learning using federated learning and differential privacy
tensorflow/tfjs-core
A WebGL-accelerated JavaScript library for machine learning and deep learning on the web.
interpretml/interpret
Interpret is a framework for fitting interpretable machine learning models and explaining black-box models.
cantaro86/Financial-Models-Numerical-Methods
A collection of notebooks covering quantitative finance and numerical methods in Python.
guofei9987/scikit-opt
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, and other optimization algorithms for Python
rtqichen/torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
gorgonia/gorgonia
Gorgonia is a Go library that helps facilitate machine learning and deep learning development.
maziarraissi/PINNs
A Python library for solving and discovering nonlinear partial differential equations using physics-informed neural networks.
MegEngine/MegEngine
MegEngine is a fast, scalable, and easy-to-use deep learning framework that supports auto-differentiation.
quark0/darts
A differentiable architecture search library for convolutional and recurrent neural networks
mathnet/mathnet-numerics
Math.NET Numerics is a high-performance, open-source numerical library for .NET, C# and F#.
seandavi/awesome-single-cell
A curated list of software packages and data resources for single-cell analysis, including RNA-seq and ATAC-seq.
pgbackrest/pgbackrest
pgBackRest is a reliable PostgreSQL backup and restore tool with support for various storage options.
neuraloperator/neuraloperator
A library for developing neural operators using Fourier methods and PyTorch, enabling efficient learning on infinite dimensional spaces.
magenta/ddsp
A differentiable digital signal processing library for building AI-powered audio applications and models.
TimelyDataflow/differential-dataflow
An implementation of differential dataflow using timely dataflow on Rust, a powerful tool for data processing.
NVIDIA/MinkowskiEngine
A high-performance, auto-diff neural network library for 3D and 4D sparse tensor computations.
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