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Top 13 C++ neural-network Projects
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.Project mention: Ask HN: Speech to text models, are they usable yet? | news.ycombinator.com | 2023-10-22
ONNX Runtime: cross-platform, high performance ML inferencing and training acceleratorProject mention: VectorDB: Vector Database Built by Kagi Search | news.ycombinator.com | 2023-11-26
What about models besides GPT? Most of the popular vector encoding models aren't using this architecture.
If you really didn't want PyTorch/Transformers, you could consider exporting your models to ONNX (https://github.com/microsoft/onnxruntime).
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Arm NN ML Software. The code here is a read-only mirror of https://review.mlplatform.org/admin/repos/ml/armnnProject mention: LeCun: Qualcomm working with Meta to run Llama-2 on mobile devices | news.ycombinator.com | 2023-07-23
Like ARM? https://github.com/ARM-software/armnn
Optimization for this workload has arguably been in-progress for decades. Modern AVX instructions can be found in laptops that are a decade old now, and most big inferencing projects are built around SIMD or GPU shaders. Unless your computer ships with onboard Nvidia hardware, there's usually not much difference in inferencing performance.
Run TensorFlow models in C++ without installation and without BazelProject mention: Easily run TensorFlow models from C++ | news.ycombinator.com | 2023-01-12
Cross platform C++ library focusing on optimized machine translation on the consumer-grade device.
Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms
Efficient Inference of Transformer modelsProject mention: Useful Transformers | news.ycombinator.com | 2023-10-11
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it's a small library for running trained Keras 2 models from a native C++ code. (by gosha20777)Project mention: Way to convert keras based model to C++. | /r/AskProgramming | 2023-02-12
Actively developed Hierarchical Temporal Memory (HTM) community fork (continuation) of NuPIC. Implementation for C++ and Python
Guitar amp and pedal capture plugin using neural networks. (by GuitarML)Project mention: Trying to get a lv2 plugin work on Linux | /r/linuxaudio | 2023-03-30
NAM vst works with Yabridge. You will get native GUI that way. Protesus is a good alternative with native Linux version and it is integrated into BYOD through GuitarML processor. BYOD is the best sounding guitar software (IMHO), Linux or not.
Prince of Tone style guitar plugin made with neural networksProject mention: Same PoT pedal I shared earlier this week, but turned into a plugin for anyone to try (using neural capture) | /r/diypedals | 2023-01-01
If you do know a little c++ (or want to learn) then it wouldn't be hard to use the code on Github as a template to create your own, it uses the JUCE framework: https://github.com/GuitarML/PrincePedal
A library for creating Artificial Neural Networks, for use in Machine Learning and Deep Learning algorithms.Project mention: [Hobby] I Need a Friendly Team. Your Experience Doesn't Matter! | /r/INAT | 2022-12-24
iNeural (Creating Artificial Neural Networks) : https://github.com/fkkarakurt/iNeural
C++ version of my chess-deep-rl project. WIP
C++ neural-networks related posts
Ask HN: Speech to text models, are they usable yet?
2 projects | news.ycombinator.com | 22 Oct 2023
1 project | news.ycombinator.com | 11 Oct 2023
ONNX runtime: Cross-platform accelerated machine learning
1 project | /r/hackernews | 27 Jul 2023
Onnx Runtime: “Cross-Platform Accelerated Machine Learning”
1 project | /r/hypeurls | 27 Jul 2023
Can someone explain how keras code gets into the Tensorflow package?
2 projects | /r/tensorflow | 24 Jul 2023
Speech-to-Text in Real Time
1 project | news.ycombinator.com | 16 Jul 2023
Are there any books I should read to learn machine learning from scratch?
3 projects | /r/learnmachinelearning | 2 Jun 2023
A note from our sponsor - Onboard AI
getonboard.dev | 4 Dec 2023
What are some of the best open-source neural-network projects in C++? This list will help you: