chumpy

Autodifferentiator

An autodifferentiation tool that makes constructing and minimizing objectives easier by automatically computing derivatives

GitHub

198 stars
7 watching
121 forks
Language: Python
last commit: 6 months ago
Linked from 1 awesome list


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
autodiff/autodiff A C++ library that enables automatic computation of derivatives in an efficient and intuitive way 1,660
alexshtf/autodiff A .NET library that automates the process of computing derivatives of mathematical functions. 92
martinresearch/matlabautodiff An implementation of forward automatic differentiation in MATLAB, enabling precise and efficient computation of function derivatives. 39
auto-differentiation/xad-py Provides automatic differentiation capabilities for numerical computations in Python 10
autodistill/autodistill Automatically trains models from large foundation models to perform specific tasks with minimal human intervention. 1,997
autoitmicro/autoitappveyor A library that simplifies communication between AutoIt scripts and Appveyor CI. 0
auto-differentiation/xad A high-performance tool for computing derivatives of complex functions used in various scientific and engineering applications. 258
pbrod/numdifftools A Python library for automatic numerical differentiation of scalar and vector-valued functions. 256
mattphillips/deep-object-diff A small library that calculates the differences between two objects with nested structures, such as arrays and objects. 1,063
dereuromark/cakephp-ide-helper Improves IDE compatibility and code understanding in CakePHP applications by adding annotations 185
sehyoun/matlabautodiff Tools for automatic differentiation in MATLAB using sparse representation for Jacobians 43
gudovskiy/autodo Develops an automated machine learning framework to improve deep learning model performance on biased and noisy data 24
amitt001/delegator.py A library for managing subprocesses in Python. 1,701
non-contradiction/autodiffr Automates differentiation of R functions using Julia 23
charlesthegreat77/zip2animation Automates the process of renaming and formatting PNG files for use in animations, particularly for Flipper Zero devices. 51