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Top 23 C++ Python Projects
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Project mention: How worried are you about AI taking over music? | reddit.com/r/WeAreTheMusicMakers | 2023-02-03
Tensorflow 238k contributors
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Project mention: How worried are you about AI taking over music? | reddit.com/r/WeAreTheMusicMakers | 2023-02-03
PyTorch 2,600 contributors
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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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Project mention: Choosing a protocol for communication between multiple microcontrollers | reddit.com/r/embedded | 2023-01-27
Or, as an alternative to protobuffers, there's also flatbuffers, which is lighter weight and needs less memory: https://google.github.io/flatbuffers/
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PaddlePaddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
Project mention: Baidu AI Researchers Introduce SE-MoE That Proposes Elastic MoE Training With 2D Prefetch And Fusion Communication Over Hierarchical Storage | reddit.com/r/artificial | 2022-05-29Continue reading | Check out the paper, and Github
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Project mention: Worldwide building footprints derived from satellite imagery from Microsoft | reddit.com/r/gis | 2022-05-20
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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 uses MMKV key-value storage and JSI to communicate between the JS side and the native side very quickly and synchronously. It is a suitable replacement for slow AsyncStorage. Follow this guide to migrate from AsyncStorage and get 30x faster on read and write operations in your app.
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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, tvOS and Windows.
Then install Kodi on your Xbox. Kodi is a media manager that plays pretty much any video/music possible. Then you point kodi to your external drive as a media source. If you follow kodi's naming conventions for your file names, it'll automatically pull everything from title to banner to ratings to description.
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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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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.
Project mention: Use whatever is best for the problem, but still | reddit.com/r/datascience | 2022-08-09LGBM doesn't do RF well, but it's easy to manually bag single LGBM trees.
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Project mention: Using pybind11 with minGW to cross compile pyhton module for Windows | reddit.com/r/cpp_questions | 2023-01-17
I have a python module for which the logic is written in C++ and I use pybind11 to expose the objects and functions to Python.
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Project mention: What are some C++ projects with high quality code that I can read through? | reddit.com/r/cpp | 2023-01-16
I really like dlib's code https://github.com/davisking/dlib
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It depends. What kind of ML will you be working with? Apple's neural engine doesn't have an SDK, but they do have https://github.com/apple/turicreate which talks to CoreML. I've been thinking of getting an Mac Studio Ultra and have been researching whether this would be a good investment considering the advances in hardware lately, as well as Apple's release schedule. Been following Tenstorrent for news about their PCIe Gen 4 cards, too. In any case my wallet is going to be hurting soon. Also, have you checked this out? https://machinelearning.apple.com/research/neural-engine-transformers
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annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Probably I won't be bale to explain better than it's stated on annoy page: https://github.com/spotify/annoy But the bottom line is speed. Instead of computing similarities of embeddings one by one you do it via index that works way faster.
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DearPyGui
Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependencies
Project mention: What are you guys using for making GUIs nowadays? | reddit.com/r/Python | 2023-01-26DearPyGui, here's the link
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assimp
The official Open-Asset-Importer-Library Repository. Loads 40+ 3D-file-formats into one unified and clean data structure.
Project mention: How can I retrieve normal scale and occlusion strength properties from GLTF 2.0 PBR materials using Assimp? | reddit.com/r/gameenginedevs | 2023-01-01I have checked the source code for GLTF for this and it is not handled by Assimp. I created an issue as in their Github.
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Project mention: CD PROJEKT RED announce The Witcher Remake in Unreal Engine 5 | reddit.com/r/linux_gaming | 2022-10-26
There's also Open3D (O3D) the point cloud library... http://www.open3d.org/
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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: Hello Klipper friends, I have some config/macro questions | reddit.com/r/klippers | 2023-01-29Most of my smarthome stuff is on ESPHome, WLED, or Tasmota. The rest is zigbee. So it all functions entirely locally and a lot of it is stuff I "coded" myself (ESPHome is basically just jinja scripting so should be very familiar to klipper users)
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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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Nim and Codon are Python-inspired compiled languages which I find interesting.
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To put Data Analytics on GPU Steroids, Try RAPIDS cudf https://rapids.ai/
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perspective
A data visualization and analytics component, especially well-suited for large and/or streaming datasets.
We're looking for senior product managers and engineers of all experience levels to build the next generation of collaborative data visualization. At the Prospective Co., you'll contribute to our existing open-source project as well as help design our enterprise offering.
https://perspective.finos.org/
We're looking for any of:
- Familiarity with WebAssembly, data visualization, WebGL/OpenGL, data science, Jupyter/notebook, web/desktop/mobile UI development, compiler/language or database design, finance services.
- Primary stack is Rust (targeting WebAssembly). JavaScript, C++ and Python are a big plus.
- We <3 GitHub contributors - opt to discuss your GitHub work in lieu of a technical interview.
Contact [email protected]
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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: mmap_ninja: Speedup your training dramatically by using memory-mapped files for your dataset | reddit.com/r/Python | 2022-06-15Small question if you are using GPU: How to this compare to GPUDirect Storage from Nvidia? can you have even more speedup by using both? I never toy with it, but the DALI project from Nvidia seem to tackle the same data loading problem.
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SaaSHub
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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).
The latest post mention was on 2023-02-03.
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A note from our sponsor - Sonar
www.sonarsource.com | 4 Feb 2023
Index
What are some of the best open-source Python projects in C++? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | tensorflow | 170,805 |
| 2 | Pytorch | 62,234 |
| 3 | FlatBuffers | 19,809 |
| 4 | PaddlePaddle | 19,485 |
| 5 | CNTK | 17,301 |
| 6 | MMKV | 15,432 |
| 7 | Kodi Home Theater Software | 15,262 |
| 8 | LightGBM | 14,580 |
| 9 | pybind11 | 12,133 |
| 10 | IoT-For-Beginners | 11,813 |
| 11 | Dlib | 11,690 |
| 12 | turicreate | 10,904 |
| 13 | annoy | 10,722 |
| 14 | DearPyGui | 9,594 |
| 15 | assimp | 8,648 |
| 16 | Open3D | 8,002 |
| 17 | esphome | 5,764 |
| 18 | serving | 5,750 |
| 19 | codon | 5,539 |
| 20 | cudf | 5,289 |
| 21 | perspective | 5,203 |
| 22 | MegEngine | 4,441 |
| 23 | DALI | 4,209 |
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com