Top 23 C++ Python Projects
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No surprises here: deep learning is the most popular subcategory, with hugging face transformers repo, YOLOv5, Tensorflow and Deepmind’s Alphafold all in the mix. Surprisingly, the only proper infrastructure-ey repos on the list are Meilisearch and Clickhouse, a tad bit surprising given all the hype data infrastructure receives in VC-world, but again, probably just a question of size of end-user populations + whether data scientists spend tons of time on Github vs. Web Developers…
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If you look at the commit that you committed: https://github.com/pytorch/pytorch/commit/fdcb78df38f61e9c18b105e1fd56490e4f285064
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SonarLint
Deliver Cleaner and Safer Code - Right in Your IDE of Choice!. SonarLint is a free and open source IDE extension that identifies and catches bugs and vulnerabilities as you code, directly in the IDE. Install from your favorite IDE marketplace today.
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Project mention: Next step in zpp::bits serialization - protobuf without code generation - no proto file required- (experimental) | reddit.com/r/cpp | 2022-01-09
Have you considered FlatBuffers instead? It's a related format, also from Google, that is designed for zero copy operation. I think it may be more suitable for this.
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MMKV
An efficient, small mobile key-value storage framework developed by WeChat. Works on Android, iOS, macOS, Windows, and POSIX.
This library aims to provide a fast & reliable solution for you data storage needs in react-native apps. It uses MMKV by Tencent under the hood on Android and iOS both that is used by their WeChat app(more than 1 Billion users). Unlike other storage solutions for React Native, this library lets you store any kind of data type, in any number of database instances, with or without encryption in a very fast and efficient way. Read about it on this blog post I wrote on dev.to
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Kodi Home Theater Software
Kodi is an award-winning free and open source home theater/media center software and entertainment hub for digital media. With its beautiful interface and powerful skinning engine, it's available for Android, BSD, Linux, macOS, iOS and Windows.
Project mention: Has anyone ever gotten any of the subtitles add-ons to work? | reddit.com/r/kodi | 2022-01-12Even if it didn’t work, this would be the wrong place to post a suggestion like this. The [official Kodi forum]() or GitHub issue / bugtracker is more appropriate. Developers don’t browse reddit in hope for suggestions on their software.
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LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
Here are our benchmarks on training time comparing Tangram's Gradient Boosted Decision Tree Library to LightGBM, XGBoost, CatBoost, and sklearn.
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Scout APM
Less time debugging, more time building. Scout APM allows you to find and fix performance issues with no hassle. Now with error monitoring and external services monitoring, Scout is a developer's best friend when it comes to application development.
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Project mention: [D] Is Rust stable/mature enough to be used for production ML? Is making Rust-based python wrappers a good choice for performance heavy uses and internal ML dependencies in 2021? | reddit.com/r/MachineLearning | 2021-12-30
Why not do it all in C++? Dlib has good support for ML. For instance, this is how one would do a simple MNIST example:
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Project mention: How do you set up C++ to call python functions? | reddit.com/r/cpp_questions | 2022-01-12
And how to do this in the best modern way instead of dealing with Pythons native and annoying 30 year old C API: https://github.com/pybind/pybind11
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annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Project mention: Should we begin Linear Algebra with Matrices, or start with Vector Spaces? | reddit.com/r/math | 2022-01-18Take for example Spotifies implementation of ANN https://github.com/spotify/annoy.
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Project mention: Has anyone here done Microsoft’s”IoT for Beginners” course? | reddit.com/r/embedded | 2022-01-14
Anyone tried this course and know if it’s any good? https://github.com/microsoft/IoT-For-Beginners
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assimp
The official Open-Asset-Importer-Library Repository. Loads 40+ 3D-file-formats into one unified and clean data structure.
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DearPyGui
Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies
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Project mention: Creating a simple 3d engine to render a car for ML, how hard is it? Sim | reddit.com/r/cpp | 2021-12-16
http://www.open3d.org/ seems like a good choice. Is there anything better I'm missing?
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Project mention: Running concurrent inference processes in Flask or should I use FastAPI? | reddit.com/r/flask | 2021-03-29
Don't roll this yourself. Look at Tensorflow Serving: https://github.com/tensorflow/serving.
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esphome
ESPHome is a system to control your ESP8266/ESP32 by simple yet powerful configuration files and control them remotely through Home Automation systems.
Project mention: Porting USB applications to the web. Part 1: libusb | news.ycombinator.com | 2022-01-20ESPHome uses WebSerial[2] to flash microcontrollers via the browser, saving the user from having to install a whole development environment and whatnot to do the initial firmware upload.
Super slick from a user POV, just connect the device via USB cable and hit the flash button. I admit I was a bit skeptical to all this, but having just tried it I must admit it was very, very convenient.
[1]: https://esphome.io/
[2]: https://developer.mozilla.org/en-US/docs/Web/API/Web_Serial_...
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Project mention: Dask – a flexible library for parallel computing in Python | news.ycombinator.com | 2021-11-17
You can probably use https://github.com/rapidsai/cudf/tree/main/python/dask_cudf a dask wrapper around cuDF.
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perspective
A data visualization and analytics component, especially well-suited for large and/or streaming datasets.
Project mention: Open source Business intelligence platform made with Python | news.ycombinator.com | 2021-11-28 -
DALI
A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.
Project mention: [D] Efficiently loading videos in PyTorch without extracting frames | reddit.com/r/MachineLearning | 2021-10-26 -
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Project mention: I made a small robot in python to clean up my mail! | reddit.com/r/Python | 2021-12-25
https://github.com/mhammond/pywin32 should indeed be compatible with newer python 3.x
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Panda3D
Powerful, mature open-source cross-platform game engine for Python and C++, developed by Disney and CMU
Project mention: Create games or game engines that use python? | reddit.com/r/learnpython | 2021-12-29Check out https://www.panda3d.org/
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Project mention: Zrythm: A highly automated and intuitive digital audio workstation | news.ycombinator.com | 2021-12-05
have you seen the pedalboard project? Might get you the outcome you're after if you want to dabble in python.
C++ Python related posts
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- Cool Python libraries I want to try in 2022
- 12 year old me is sooooo excited right now!
Index
What are some of the best open-source Python projects in C++? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | tensorflow | 162,156 |
| 2 | Pytorch | 53,342 |
| 3 | FlatBuffers | 17,334 |
| 4 | CNTK | 17,116 |
| 5 | MMKV | 14,025 |
| 6 | Kodi Home Theater Software | 13,369 |
| 7 | LightGBM | 13,367 |
| 8 | Dlib | 10,877 |
| 9 | pybind11 | 10,291 |
| 10 | annoy | 9,363 |
| 11 | IoT-For-Beginners | 8,896 |
| 12 | assimp | 7,418 |
| 13 | DearPyGui | 6,921 |
| 14 | Open3D | 6,034 |
| 15 | serving | 5,350 |
| 16 | esphome | 4,433 |
| 17 | cudf | 4,423 |
| 18 | perspective | 4,158 |
| 19 | DALI | 3,674 |
| 20 | gnuradio | 3,531 |
| 21 | pywin32 | 3,510 |
| 22 | Panda3D | 3,099 |
| 23 | pedalboard | 3,092 |
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