Top 23 C++ Python Projects
An Open Source Machine Learning Framework for EveryoneProject mention: Top Github repo trends in 2021 | dev.to | 2022-01-12
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…
Tensors and Dynamic neural networks in Python with strong GPU accelerationProject mention: [D] Does PyTorch credit contributors? | reddit.com/r/MachineLearning | 2022-01-14
If you look at the commit that you committed: https://github.com/pytorch/pytorch/commit/fdcb78df38f61e9c18b105e1fd56490e4f285064
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FlatBuffers: Memory Efficient Serialization LibraryProject 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.
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit (by microsoft)
An efficient, small mobile key-value storage framework developed by WeChat. Works on Android, iOS, macOS, Windows, and POSIX.Project mention: Getting Started with React Native JSI Modules | dev.to | 2021-06-27
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
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 | 2022-01-12
Even 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.
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.Project mention: Writing the fastest GBDT libary in Rust | dev.to | 2022-01-11
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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A toolkit for making real world machine learning and data analysis applications in C++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:
Seamless operability between C++11 and PythonProject 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
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to diskProject mention: Should we begin Linear Algebra with Matrices, or start with Vector Spaces? | reddit.com/r/math | 2022-01-18
Take for example Spotifies implementation of ANN https://github.com/spotify/annoy.
12 Weeks, 24 Lessons, IoT for All!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
The official Open-Asset-Importer-Library Repository. Loads 40+ 3D-file-formats into one unified and clean data structure.Project mention: What model format should I use | reddit.com/r/opengl | 2022-01-16
Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependenciesProject mention: Release Version 1.3.1 · hoffstadt/DearPyGui | reddit.com/r/DearPyGui | 2022-01-20
Open3D: A Modern Library for 3D Data ProcessingProject 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?
A flexible, high-performance serving system for machine learning modelsProject 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.
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 | 2022-01-20
ESPHome uses WebSerial 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.
cuDF - GPU DataFrame LibraryProject 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.
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
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
GNU Radio – the Free and Open Software Radio EcosystemProject mention: GNU Radio | reddit.com/r/hackernews | 2022-01-15
Python for Windows (pywin32) ExtensionsProject 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
Powerful, mature open-source cross-platform game engine for Python and C++, developed by Disney and CMUProject mention: Create games or game engines that use python? | reddit.com/r/learnpython | 2021-12-29
Check out https://www.panda3d.org/
🎛 🔊 A Python library for adding effects to audio.
C++ Python related posts
Show HN: Bakelite – making it easier to communicate with your firmware
1 project | news.ycombinator.com | 20 Jan 2022
Release Version 1.3.1 · hoffstadt/DearPyGui
1 project | reddit.com/r/DearPyGui | 20 Jan 2022
The Settlers - The Vision Behind The Game
1 project | reddit.com/r/pcgaming | 19 Jan 2022
1 project | reddit.com/r/csMajors | 18 Jan 2022
Should we begin Linear Algebra with Matrices, or start with Vector Spaces?
1 project | reddit.com/r/math | 18 Jan 2022
Cool Python libraries I want to try in 2022
1 project | reddit.com/r/Python | 18 Jan 2022
12 year old me is sooooo excited right now!
1 project | reddit.com/r/gaming | 18 Jan 2022
What are some of the best open-source Python projects in C++? This list will help you:
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