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Top 13 C++ deep-neural-network Projects
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Project mention: The Documentation Strategy Behind Every Successful Open Source Project | dev.to | 2025-07-29
The TensorFlow team structures their contributor guide with clear sections and sub-sections, making it easy to jump to relevant information without reading everything.
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JetBrains
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TensorFlow Serving GitHub
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Thanks for the added context on the builds! As "foreign" BW player and fellow speech processing researcher, I agree shallow contextual biasing should help. While not difficult to implement, most generally available ASR solutions don't make it easy to use. There's a PR in ctranslate2 implementing the same feature so that it could be exposed in faster-whisper: https://github.com/OpenNMT/CTranslate2/pull/1789
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Sevalla
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signatory
Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)
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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).
C++ deep-neural-networks discussion
C++ deep-neural-networks related posts
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Show HN: Txeo – A Modern C++ Wrapper for TensorFlow
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Build, Innovate & Collaborate: Setting Up TensorFlow for Open Source Contribution! 🚀✨
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Create ML models that can run in any environment
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TensorFlow: Democratizing Machine Learning with Open Source Power
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Release TensorFlow 2.17.0 · TensorFlow/TensorFlow
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Side Quest Devblog #1: These Fakes are getting Deep
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TensorFlow-metal on Apple Mac is junk for training
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A note from our sponsor - InfluxDB
www.influxdata.com | 1 Sep 2025
Index
What are some of the best open-source deep-neural-network projects in C++? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | tensorflow | 191,376 |
| 2 | CNTK | 17,579 |
| 3 | oneflow | 9,363 |
| 4 | serving | 6,317 |
| 5 | CTranslate2 | 3,992 |
| 6 | oneDNN | 3,868 |
| 7 | self-driving-car | 2,850 |
| 8 | PoseEstimationForMobile | 1,013 |
| 9 | ML-examples | 470 |
| 10 | signatory | 274 |
| 11 | dlprimitives | 200 |
| 12 | deep_grasp_demo | 123 |
| 13 | FLARE | 15 |
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