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Top 10 C++ ML Projects
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Project mention: With this code, how can I measure the distance in centimeters of the objects I have detected in tensorflow lite? | reddit.com/r/tensorflow | 2023-01-25
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MNN
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
There are a ton of mobile deployment options that support PyTorch+TF models. It's hard to argue TFLite is the best.
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InfluxDB
Build time-series-based applications quickly and at scale.. InfluxDB is the Time Series Platform where developers build real-time applications for analytics, IoT and cloud-native services. Easy to start, it is available in the cloud or on-premises.
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We’re looking into that solution at the moment, the issue I’m referring to is related to this https://github.com/tensorflow/serving/issues/1948 we’ll know if the plug-in approach works for our uses soon but haven’t started looking into implementing it yet
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Project mention: Meta AI Open Sources Flashlight: Fast and Flexible Machine Learning Toolkit in C++ | reddit.com/r/artificial | 2022-09-12
Continue reading | Check out the paper and github link
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Project mention: [P] Probably the Fastest Open Source Stable Diffusion is released | reddit.com/r/MachineLearning | 2022-12-01
Check out OneFlow on GitHub . We'd love to hear your feedback!
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Well there's something, https://github.com/ARM-software/ML-examples
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yggdrasil-decision-forests
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models.
Project mention: Binary image classification using random forest algorithm | reddit.com/r/embedded | 2022-11-07However if you know cpp you can use Yggdrasil https://github.com/google/yggdrasil-decision-forests.
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Sonar
Write Clean C++ Code. Always.. Sonar helps you commit clean C++ code every time. With over 550 unique rules to find C++ bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
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Project mention: [D] Combinatorial optimization - what ML approaches are available and which are the most appropriate? | reddit.com/r/MachineLearning | 2022-06-19
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Project mention: Are you interested in communicating with ChatGPT directly via API? | reddit.com/r/sysadmin | 2023-01-27
C++ ML related posts
- [P] Probably the Fastest Open Source Stable Diffusion is released
- Binary image classification using random forest algorithm
- [P]OneFlow v0.8.0 Came Out!
- The Execution Process of a Tensor in Deep Learning Framework[R]
- Explore MLIR Development Process
- The History of Credit-based Flow Control (Part 1)
- Optimization of CUDA Elementwise Template Library: Practical, Efficient, and Extensible
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A note from our sponsor - Sonar
www.sonarsource.com | 28 Jan 2023
Index
What are some of the best open-source ML projects in C++? This list will help you:
Project | Stars | |
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1 | tensorflow | 170,666 |
2 | MNN | 7,302 |
3 | serving | 5,745 |
4 | flashlight | 4,697 |
5 | oneflow | 4,235 |
6 | ML-examples | 346 |
7 | yggdrasil-decision-forests | 280 |
8 | rb-libsvm | 276 |
9 | ecole | 258 |
10 | liboai | 27 |