Top 10 Differentiation Open-Source Projects

• Gorgonia

  21 5,333 2.8 Go

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

  

• MathNet

  6 3,390 4.8 C#

  Math.NET Numerics

  

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• autodiff

  7 1,532 7.5 C++

  automatic differentiation made easier for C++

  

Project mention: The Elements of Differentiable Programming | news.ycombinator.com | 2024-03-22

• AngouriMath

  18 754 5.4 C#

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

  

• uncertainties

  1 528 6.5 Python

  Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.

  

• MKL.NET

  3 148 6.7 C#

  A simple cross platform .NET API for Intel MKL

  

• FastAD

  1 92 2.5 C++

  FastAD is a C++ implementation of automatic differentiation both forward and reverse mode.

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

• Zygote-Mutating-Arrays-WorkAround.jl

  1 29 0.0 Jupyter Notebook

  A tutorial on how to work around ‘Mutating arrays is not supported’ error while performing automatic differentiation (AD) using the Julia package Zygote.

• DualNumbers

  1 21 5.4 Mathematica

  Implementation of dual numbers for automatic differentiation of programs

• Dual-numbers-and-automatic-differentiation-using-Python

  2 16 10.0 Jupyter Notebook

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

Differentiation related posts

• Machine Learning en GO! 🤯
  1 project | /r/golangspanish | 26 Apr 2023
• This sub over the last 24 hours
  2 projects | /r/ProgrammerHumor | 20 Apr 2023
• [D] When was the last time you wrote a custom neural net?
  1 project | /r/MachineLearning | 13 Nov 2022
• Astray: A performance-portable geodesic ray tracing library.
  3 projects | /r/cpp | 31 Aug 2022
• Point-to-Point Distance Constraint: Gradient of Forward Kinematics
  1 project | /r/robotics | 18 Jul 2022
• Neural networks in golang
  3 projects | /r/golang | 8 Jul 2022
• Autodiff: Simple C++17 library for Automatic Differentiation
  1 project | news.ycombinator.com | 27 May 2022
• A note from our sponsor - InfluxDB
  www.influxdata.com | 26 Apr 2024

  Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

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