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28 search results found

Swift ⭐ 5,940

Swift for TensorFlow

Angourimath ⭐ 726

New open-source cross-platform symbolic algebra library for C# and F#. Can be used for both production and research purposes.

Aerosandbox ⭐ 573

Aircraft design optimization made fast through modern automatic differentiation. Composable analysis tools for aerodynamics, propulsion, structures, trajectory design, and much more.

Palantir ⭐ 184

Single cell trajectory detection

Tensorflow2 Docs Zh ⭐ 164

TF2.0 / TensorFlow 2.0 / TensorFlow2.0 官方文档中文版

Math And Ml Notes ⭐ 77

Books, papers and links to latest research in ML/AI

Jax Fenics Adjoint ⭐ 71

Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint

Minigrad ⭐ 66

A minimal implementation of autograd (in pure Python) 🍰

Autodiff ⭐ 50

Automatic Differentiation via Contour Integration

Shapeglot ⭐ 38

ShapeGlot: Learning Language for Shape Differentiation

Deep Learning Optimization Algorithms ⭐ 37

Visualization of various deep learning optimization algorithms using PyTorch automatic differentiation and optimizers.

Dynamichmcexamples.jl ⭐ 37

Examples for Bayesian inference using DynamicHMC.jl and related packages.

Vindsl.jl ⭐ 32

A fast and furious domain-specific language for variational inference in Julia.

Modified Sindy ⭐ 31

Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data

Nextai Machinelearning ⭐ 21

Materials for the NextAI Technical Stream Course on Machine Learning

Adorym: Automatic Differentiation-based Object Reconstruction with DynaMical Scattering

Workshop Invdesign ⭐ 18

📐 Workshop material for optical inverse design and automatic differentiation

Singlecell_neuroseq_paper ⭐ 18

Population-scale single-cell RNA-seq profiling across dopaminergic neuron differentiation

Dual Numbers And Automatic Differentiation Using Python ⭐ 16

Implemented the forward mode of automatic differentiation with the help of dual numbers using Python.

Econ628_2018 ⭐ 16

Explorations ⭐ 14

Random miniprojects

Deepymod_torch ⭐ 13

Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]

Deciphering driver regulators of cell fate decisions from single-cell RNA-seq data

Singlecell_pnm ⭐ 12

✨ Code and figures accompanying the paper, "Single-cell alternative splicing analysis with Expedition reveals splicing dynamics during neuron differentiation" by Song and Botvinnik, et al

Road Surface Detection And Differentiation Considering Surface Damages ⭐ 11

Semantic Segmentation in road surfaces, considering different pattern like asphalt, unpaved, potholes, etc.

Numpy_autograd ⭐ 9

a simple implementation of autograd engine

Hands On Intro To Auto Diff ⭐ 7

Psc_differentiation ⭐ 6

Applying deep learning for very early recognition of pluripotent stem cell differentiation

RKHS feature vectors, operators, and statistical models using JAX for automatic differentiation

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