ceras
Ceras is yet another tiny deep learning engine, in pure c++ and header only. (by fengwang)
FLARE
C++ Neural Network Library (by rkuang9)
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.
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.
ceras
Posts with mentions or reviews of ceras.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-17.
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Neural nets in production systems
Maybe you can take a look at my toy repo (https://github.com/fengwang/ceras) before getting started. This library heavily uses templated meta-programming techniques to build the computation graph at compile time, and is header only.
FLARE
Posts with mentions or reviews of FLARE.
We have used some of these posts to build our list of alternatives
and similar projects.
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How to practice what I just learned in ML
I think I've went through the same courses as you. For me, it didn't mean much to just start finding datasets and creating neural network models with TensorFlow. Nearly everything taught in the courses are abstracted so all that's left to do is call a few functions and you're done. What I did was create my own neural network as I went through courses (https://github.com/rkuang9/FLARE/tree/dev). Please let me know if you're interested!
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Seeking Career Advice to go from general CS background to a career in AI/Machine Learning
Work on projects. I have one here https://github.com/rkuang9/FLARE/tree/dev, it's a neural network library in C++ that has some functionality in computer vision (convolutions) and NLP (GRU). Haven't built anything cool from it aside from some example models. Currently am working on LSTM and eventually attention. I think this would be a cool project to show off on resumes.
What are some alternatives?
When comparing ceras and FLARE you can also consider the following projects:
tensorflow - An Open Source Machine Learning Framework for Everyone
PaddlePaddle - PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
frugally-deep - Header-only library for using Keras (TensorFlow) models in C++.
Drogon-torch-serve - Serve pytorch / torch models using Drogon
CNTK - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit