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The Top 23 Differentiation Open Source Projects

Open source projects categorized as Differentiation
Categories > Differentiation
Swift ⭐ 5,940
Swift for TensorFlow
most recent commit 3 years ago
Gorgonia ⭐ 5,330
Gorgonia is a library that helps facilitate machine learning in Go.
dependent packages 39total releases 53most recent commit 24 days ago
Mindspore ⭐ 3,915
MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.
most recent commit 3 months ago
Mathnet Numerics ⭐ 3,322
Math.NET Numerics
dependent packages 444total releases 114most recent commit 3 months agonuget MathNet.Numerics} Downloads
Stan ⭐ 2,484
Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.
most recent commit 3 months ago
Tangent ⭐ 2,066
Source-to-Source Debuggable Derivatives in Pure Python
total releases 10most recent commit 4 years ago
Autodiff ⭐ 1,454
automatic differentiation made easier for C++
dependent packages 1total releases 25most recent commit 3 months ago
Effectivepytorch ⭐ 1,321
PyTorch tutorials and best practices.
most recent commit 2 years ago
Enoki ⭐ 975
Enoki: structured vectorization and differentiation on modern processor architectures
total releases 3most recent commit 3 years ago
Recurrentjs ⭐ 864
Deep Recurrent Neural Networks and LSTMs in Javascript. More generally also arbitrary expression graphs with automatic differentiation.
most recent commit 7 years ago
Forwarddiff.jl ⭐ 833
Forward Mode Automatic Differentiation for Julia
most recent commit 4 months ago
Angourimath ⭐ 726
New open-source cross-platform symbolic algebra library for C# and F#. Can be used for both production and research purposes.
dependent packages 1total releases 13most recent commit 3 months agonuget AngouriMath.FSharp} Downloads
Diff Zoo ⭐ 678
Differentiation for Hackers
most recent commit 3 years ago
Pymanopt ⭐ 668
Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation
most recent commit 4 months ago
Aerosandbox ⭐ 573
Aircraft design optimization made fast through modern automatic differentiation. Composable analysis tools for aerodynamics, propulsion, structures, trajectory design, and much more.
dependent packages 1total releases 161most recent commit 4 months agopypi AeroSandbox} Downloads
Uncertainties ⭐ 509
Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.
dependent packages 156total releases 79most recent commit 3 months agopypi uncertainties} Downloads
Kotlingrad ⭐ 489
🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types
total releases 2most recent commit a year ago
Nerdamer ⭐ 479
a symbolic math expression evaluator for javascript
dependent packages 18total releases 38most recent commit a year agonpm nerdamer} Downloads
Gtn ⭐ 443
Automatic differentiation with weighted finite-state transducers.
most recent commit 3 years ago
Chainrules.jl ⭐ 404
forward and reverse mode automatic differentiation primitives for Julia Base + StdLibs
most recent commit 3 months ago
Cppad ⭐ 402
A C++ Algorithmic Differentiation Package: Home Page
dependent packages 4total releases 12most recent commit 3 months ago
Ad ⭐ 350
Automatic Differentiation
total releases 88most recent commit 7 months ago
Reversediff.jl ⭐ 327
Reverse Mode Automatic Differentiation for Julia
most recent commit 4 months ago
The 10 Most Depended On Differentiation Open Source Projects
Mathnet Numerics ⭐ 3,322
Math.NET Numerics
dependent packages 444total releases 114latest release April 03, 2022most recent commit 3 months agonuget MathNet.Numerics} Downloads
Uncertainties ⭐ 509
Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.
dependent packages 156total releases 79latest release June 19, 2022most recent commit 3 months agopypi uncertainties} Downloads
Numdifftools ⭐ 182
Solve automatic numerical differentiation problems in one or more variables.
dependent packages 102total releases 25latest release November 10, 2022most recent commit a year agopypi numdifftools} Downloads
Gorgonia ⭐ 5,330
Gorgonia is a library that helps facilitate machine learning in Go.
dependent packages 39total releases 53latest release October 13, 2023most recent commit 24 days ago
Deriv ⭐ 35
Symbolic differentiation
dependent packages 30total releases 23latest release February 24, 2021most recent commit 7 months ago
Nerdamer ⭐ 479
a symbolic math expression evaluator for javascript
dependent packages 18total releases 38latest release November 17, 2021most recent commit a year agonpm nerdamer} Downloads
Log ⭐ 22
A simple to use log system, minimalist but with features for debugging and differentiation of messages
dependent packages 18total releases 1latest release April 30, 2019most recent commit 5 years ago
Savitzky Golay Generalized ⭐ 10
General Least-Squares Smoothing and Differentiation by the Convolution (Savitzky-Golay) Method Peter A. Gorry
dependent packages 10total releases 14latest release February 25, 2022most recent commit 2 years agonpm ml-savitzky-golay-generalized} Downloads
Autodiff ⭐ 43
Auto differentiation library
dependent packages 6total releases 21latest release March 29, 2023most recent commit a year agocargo autodiff} Downloads
The 10 Latest Releases In Differentiation Open Source Projects
Palantir ⭐ 184
Single cell trajectory detection
dependent packages 2total releases 10latest release November 29, 2023most recent commit 3 months agopypi palantir} Downloads
Gorgonia ⭐ 5,330
Gorgonia is a library that helps facilitate machine learning in Go.
dependent packages 39total releases 53latest release October 13, 2023most recent commit 24 days ago
Bacon ⭐ 175
Scientific Computing in Rust
dependent packages 2total releases 32latest release September 02, 2023most recent commit 8 months agocargo bacon-sci} Downloads
Mkl.net ⭐ 132
A simple cross platform .NET API for Intel MKL
dependent packages 6total releases 28latest release August 21, 2023most recent commit 5 months agonuget MKL.NET} Downloads
Hyperjet ⭐ 13
Algorithmic differentiation with hyper-dual numbers in C++ and Python
dependent packages 1total releases 25latest release August 17, 2023most recent commit 8 months agopypi hyperjet} Downloads
Jacobi ⭐ 40
Numerical derivatives for Python
dependent packages 3total releases 17latest release August 16, 2023most recent commit a month agopypi jacobi} Downloads
Backprop ⭐ 180
Heterogeneous automatic differentiation ("backpropagation") in Haskell
total releases 23latest release July 23, 2023most recent commit 9 months ago
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