Top 4 C++ gradient-descent Projects

Gymbo

2 34 8.8 C++

gradient-based symbolic execution engine implemented from scratch

Project mention: [P] Let's Debug Your Neural Network: Gradient-based Symbolic Execution for NN | /r/MachineLearning | 2023-12-04

I have developed Gymbo, a proof of concept for a Gradient-based Symbolic Execution Engine implemented from scratch.

DFTQuantumDot

3 22 5.4 C++

Density Functional Theory with plane waves basis, applied on a 'quantum dot'. Volumetric visualization of orbitals with VTK

Project mention: Help making plot for experiment | /r/cpp_questions | 2023-06-02

In this one I used VTK to plot 3D data: https://github.com/aromanro/DFTQuantumDot

InfluxDB

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MachineLearning

6 17 8.4 C++

From linear regression towards neural networks... (by aromanro)

Project mention: Get gradient of Softmax activation | /r/learnmachinelearning | 2023-07-12

Softmax is at the end of this source file: https://github.com/aromanro/MachineLearning/blob/master/MachineLearning/MachineLearning/ActivationFunctions.h

NerOne

1 9 7.6 C++

Low level C++ neural network engine. The engine provides a huge flexibility in creating neural networks. It also gives an ability for performance optimisations.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).