Popular GitHub Repositories for Cell Differentiation

WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.

Gorgonia is a library that helps facilitate machine learning in Go.

PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Train a quantum computer the same way as a neural network.

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

A library for differentiable nonlinear optimization

Self-contained Machine Learning and Natural Language Processing library in Go

High-performance automatic differentiation of LLVM and MLIR.

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends

StarDist - Object Detection with Star-convex Shapes

A simple library for creating complex neural networks

Optimal transport tools implemented with the JAX framework, to solve large scale matching problems of any flavor.

一种基于迭代多大型语言模型的共识框架，用于提高单细胞RNA测序数据中细胞类型注释的准确性

Tensors and differentiable operations (like TensorFlow) in Rust

Deep Learning Library for Single Cell Analysis

Differentiable Fluid Dynamics Package

DANCE: a deep learning library and benchmark platform for single-cell analysis

Surrogate modeling and optimization for scientific machine learning (SciML)

Betty: an automatic differentiation library for generalized meta-learning and multilevel optimization