cpp_nn_in_a_weekend vs flashlight

cpp_nn_in_a_weekend

Article and source code reference to construct a C++ neural network in a weekend without any dependencies (by jeremyong)

neural-network CPP

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flashlight

A C++ standalone library for machine learning [Moved to: https://github.com/flashlight/flashlight] (by facebookresearch)

Flashlight Machine Learning Autograd CPP Deep Learning neural-network ML

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cpp_nn_in_a_weekend		flashlight
	Project
1	Mentions	3
145	Stars	2,762
-	Growth	-
0.0	Activity	9.4
11 months ago	Latest Commit	about 3 years ago
C++	Language	C++
-	License	GNU General Public License v3.0 or later

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

cpp_nn_in_a_weekend

Posts with mentions or reviews of cpp_nn_in_a_weekend. We have used some of these posts to build our list of alternatives and similar projects.

C++ Neural Network in a Weekend
1 project | dev.to | 29 Sep 2020

The code for the repository is here. I also wrote a paper tutorial walking through the math (the derivations) and the implementation hosted in the same repository here. The paper is... a bit on the long side at 42 pages, but it's meant to be entirely self-contained. Again, from scratch!

flashlight

Posts with mentions or reviews of flashlight. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-02-03.

[D] Deep Learning C++ framework that can run on Android?
3 projects | /r/MachineLearning | 3 Feb 2021

That aside, have you looked at https://github.com/facebookresearch/flashlight ?
Facebook To Release Xlsr53 A Wav2vec 20 Model
1 project | /r/speechtech | 9 Jan 2021

Project moved to here: https://github.com/facebookresearch/flashlight/tree/master/flashlight/app/asr
Is there are way to implement voice input/commands with Love2D?
3 projects | /r/love2d | 1 Jan 2021

Or for a platform agnostic solution, you could possibly build wav2letter from Flashlight into a DLL and use that.

What are some alternatives?

When comparing cpp_nn_in_a_weekend and flashlight you can also consider the following projects:

SegmentationCpp - A c++ trainable semantic segmentation library based on libtorch (pytorch c++). Backbone: VGG, ResNet, ResNext. Architecture: FPN, U-Net, PAN, LinkNet, PSPNet, DeepLab-V3, DeepLab-V3+ by now.

yggdrasil-decision-forests - A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Trees.

flashlight - A C++ standalone library for machine learning

tensorflow - An Open Source Machine Learning Framework for Everyone

DarkMark - Marking up images for use with Darknet.

simple_dll_for_Love2D - a simple guide for creating a dll for Love2D

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

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

BlobAI