Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at www.getonboard.dev. Learn more →
Top 23 C++ Python Projects
An Open Source Machine Learning Framework for EveryoneProject mention: 🔥🚀 Top 10 Open-Source Must-Have Tools for Crafting Your Own Chatbot 🤖💬 | dev.to | 2023-11-06
To get up to speed with TensorFlow, check their quickstart Support TensorFlow on GitHub ⭐
FlatBuffers: Memory Efficient Serialization LibraryProject mention: FlatBuffers – an efficient cross platform serialization library for many langs | news.ycombinator.com | 2023-09-18
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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: List of AI-Models | /r/GPT_do_dah | 2023-05-16
Click to Learn more...
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
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.Project mention: Comskip with Tvheadend HTSP | /r/SparklePlayer | 2023-10-24
An efficient, small mobile key-value storage framework developed by WeChat. Works on Android, iOS, macOS, Windows, and POSIX.Project mention: TOP 6 React Native libraries with native performance ⚡️ | dev.to | 2023-01-12
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.
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: SIRUS.jl: Interpretable Machine Learning via Rule Extraction | /r/Julia | 2023-06-29
SIRUS.jl is a pure Julia implementation of the SIRUS algorithm by Bénard et al. (2021). The algorithm is a rule-based machine learning model meaning that it is fully interpretable. The algorithm does this by firstly fitting a random forests and then converting this forest to rules. Furthermore, the algorithm is stable and achieves a predictive performance that is comparable to LightGBM, a state-of-the-art gradient boosting model created by Microsoft. Interpretability, stability, and predictive performance are described in more detail below.
Learn any GitHub repo in 59 seconds. Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at www.getonboard.dev.
12 Weeks, 24 Lessons, IoT for All!Project mention: Microsoft free training on AI, IOT, Machine Learning and Data Science | /r/buhaydigital | 2023-06-14
2️⃣ IOT Check this out 👇 https://microsoft.github.io/IoT-For-Beginners
Seamless operability between C++11 and PythonProject mention: Experience using crow as web server | /r/cpp | 2023-11-06
I'm investigating using C++ to build a REST server, and would love to know of people's experiences with Crow-- or whether they would recommend something else as a "medium-level" abstraction C++ web server. As background, I started off experimenting with Python/FastAPI, which is great, but there is too much friction to translate from pybind11-exported C++ objects to the format that FastAPI expects, and, of course, there are inherent performance limitations using Python, which could impact scaling up if the project were to be successful.
A high-performance, zero-overhead, extensible Python compiler using LLVMProject mention: Python running on the Dart VM? | /r/dartlang | 2023-06-09
I found at least one project that managed to compile python AOT to LLVM https://github.com/exaloop/codon. Even if LLVM is more expressive than Dart Kernel, that should at least be some evidence that this might not be too impractical.
A toolkit for making real world machine learning and data analysis applications in C++Project mention: Modern Image Processing Algorithms Implementation in C | news.ycombinator.com | 2023-06-06
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to diskProject mention: Do we think about vector dbs wrong? | news.ycombinator.com | 2023-09-05
The focus on the top 10 in vector search is a product of wanting to prove value over keyword search. Keyword search is going to miss some conceptual matches. You can try to work around that with tokenization and complex queries with all variations but it's not easy.
Vector search isn't all that new a concept. For example, the annoy library (https://github.com/spotify/annoy) has been around since 2014. It was one of the first open source approximate nearest neighbor libraries. Recommendations have always been a good use case for vector similarity.
Recommendations are a natural extension of search and transformers models made building the vectors for natural language possible. To prove the worth of vector search over keyword search, the focus was always on showing how the top N matches include results not possible with keyword search.
In 2023, there has been a shift towards acknowledging keyword search also has value and that a combination of vector + keyword search (aka hybrid search) operates in the sweet spot. Once again this is validated through the same benchmarks which focus on the top 10.
On top of all this, there is also the reality that the vector database space is very crowded and some want to use their performance benchmarks for marketing.
Disclaimer: I am the author of txtai (https://github.com/neuml/txtai), an open source embeddings database
Dear PyGui: A fast and powerful Graphical User Interface Toolkit for Python with minimal dependenciesProject mention: Need help with text alignment | /r/DearPyGui | 2023-05-29
If it's just to align text in the centre or to the right of a box, you could use a button and, by using theming, hide the fact that it's a button. https://github.com/hoffstadt/DearPyGui/issues/1111
Turi Create simplifies the development of custom machine learning models.
Open3D: A Modern Library for 3D Data ProcessingProject mention: Does anyone else agree that the links to the latest development version of Open3D don't work? | /r/cscareerquestions | 2023-07-10
I was going to file a bug about another issue, but I have to download the development version. This is why I want this solved quickly. None of the links seem to work: https://github.com/isl-org/Open3D/issues/6259
The official Open-Asset-Importer-Library Repository. Loads 40+ 3D-file-formats into one unified and clean data structure.Project mention: The Asset-Importer-Lib Minor Release Version 5.3.0 is out | /r/GraphicsProgramming | 2023-09-26
Self-hosted game stream host for Moonlight.
A data visualization and analytics component, especially well-suited for large and/or streaming datasets.
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: List of your reverse proxied services | /r/selfhosted | 2023-12-05
cuDF - GPU DataFrame LibraryProject mention: A Polars exploration into Kedro | dev.to | 2023-05-17
The interesting thing about Polars is that it does not try to be a drop-in replacement to pandas, like Dask, cuDF, or Modin, and instead has its own expressive API. Despite being a young project, it quickly got popular thanks to its easy installation process and its “lightning fast” performance.
A flexible, high-performance serving system for machine learning modelsProject mention: Llama.cpp: Full CUDA GPU Acceleration | news.ycombinator.com | 2023-06-12
Yet another TEDIOUS BATTLE: Python vs. C++/C stack.
This project gained popularity due to the HIGH DEMAND for running large models with 1B+ parameters, like `llama`. Python dominates the interface and training ecosystem, but prior to llama.cpp, non-ML professionals showed little interest in a fast C++ interface library. While existing solutions like tensorflow-serving  in C++ were sufficiently fast with GPU support, llama.cpp took the initiative to optimize for CPU and trim unnecessary code, essentially code-golfing and sacrificing some algorithm correctness for improved performance, which isn't favored by "ML research".
NOTE: In my opinion, a true pioneer was DarkNet, which implemented the YOLO model series and significantly outperformed others . Same trick basically like llama.cpp
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] Will data augmentations work faster on TPUs? | /r/MachineLearning | 2023-12-07
Another option is DALI https://github.com/NVIDIA/DALI For my project while training EfficientNet2, it was a game changer. But it a way harder to implement in code than TorchVision or Kornia.
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
C++ Python related posts
Consejo para un FullStack??
1 project | /r/Ticos | 8 Dec 2023
I'm trying to figure out what language to learn to grasp the software engineering concept
1 project | /r/learnprogramming | 7 Dec 2023
redpanda VS quix-streams - a user suggested alternative
2 projects | 7 Dec 2023
how much leetcode are you grinding daily?
1 project | /r/csMajors | 4 Dec 2023
Beginner need help
1 project | /r/learnpython | 4 Dec 2023
Advice on getting a job if I have no qualifications
1 project | /r/srilanka | 4 Dec 2023
How are zlib, gzip and zip related?
3 projects | news.ycombinator.com | 27 Nov 2023
A note from our sponsor - Onboard AI
getonboard.dev | 8 Dec 2023
What are some of the best open-source Python projects in C++? This list will help you:
|5||Kodi Home Theater Software||16,610|