SaaSHub helps you find the best software and product alternatives Learn more →
Top 23 Machine Learning Open-Source Projects
-
Project mention: Build, Innovate & Collaborate: Setting Up TensorFlow for Open Source Contribution! 🚀✨ | dev.to | 2024-11-03
🥷 Fork & clone tensorflow repo. ⚙️ Setup Development environment for contribution. 🫸 Push and create pull request.
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
-
pip install git+https://github.com/huggingface/transformers
-
-
Project mention: Netdata: 20% discount on all annual plans Promo code BF20241Y | news.ycombinator.com | 2024-12-04
-
Project mention: Learn Machine Learning with these GitHub repositories | news.ycombinator.com | 2025-01-15
*Learn Machine Learning with these amazing GitHub repositories! *
1⃣ [ML for Beginners](https://github.com/microsoft/ML-For-Beginners) by Microsoft
-
-
Project mention: OCR Solutions Uncovered: How to Choose the Best for Different Use Cases | dev.to | 2024-08-01
Custom Integration: Developers and businesses needing flexibility for custom integration into applications and projects should consider open-source solutions like Tesseract OCR or API-based services like API4AI OCR. These options provide APIs for seamless integration into existing software systems.
-
Project mention: Building a Sarcasm Detection System with LSTM and GloVe: A Complete Guide | dev.to | 2025-01-02
Keras API reference
-
Project mention: 🚀 Launching a High-Performance DistilBERT-Based Sentiment Analysis Model for Steam Reviews 🎮🤖 | dev.to | 2024-12-16
scikit-learn (optional): Useful for additional training or evaluation tasks.
-
Project mention: The Patterns of Scalable, Reliable, and Performant Large-Scale Systems | news.ycombinator.com | 2024-12-19
-
nn
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
-
Syncthing, python face_recognition [1], a static gallery (sigal [2]), and a few lines of bash and its fully automatic. I can even share links with family.
[1] https://github.com/ageitgey/face_recognition
[2] https://github.com/saimn/sigal
-
Project mention: faceswap VS facefusion - a user suggested alternative | libhunt.com/r/faceswap | 2024-01-30
-
There are several implementations of the YOLO algorithm available, but for ease-of-use, we will use the Ultralytics implementation in this guide. We will implement and test the code locally and then deploy to Koyeb's GPUs for higher inference speed.
-
-
Project mention: Learn Machine Learning with these GitHub repositories | news.ycombinator.com | 2025-01-15
2⃣ [100 Days of ML Code](https://github.com/Avik-Jain/100-Days-Of-ML-Code) by Avik Jain
-
Tensorflow examples
-
Project mention: Ask HN: People who switched from GPT to their own models. How was it? | news.ycombinator.com | 2024-02-26
This is a very nice resource: https://github.com/mlabonne/llm-course
-
Data pipelines: Apache Kafka and Airflow are often used for building data pipelines that can continuously feed data to models in production.
-
-
Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
-
Project mention: Building a Sarcasm Detection System with LSTM and GloVe: A Complete Guide | dev.to | 2025-01-02
Streamlit
-
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Project mention: DeepSpeed-Domino: Communication-Free LLM Training Engine | news.ycombinator.com | 2024-11-26
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).
Machine Learning discussion
Machine Learning related posts
-
Generating an infinite world with the Wave Function Collapse algorithm
-
Python in DevOps: Automation, Efficiency, and Scalability
-
Voxel51 Filtered Views Newsletter - January 17, 2025
-
Show HN: Pure Rust Implementation of GPT
-
Learn Machine Learning with these GitHub repositories
-
How to Make the Best Self-Driving Dataset
-
We used GPT-4o for image detection with 350 similar illustrations
-
A note from our sponsor - SaaSHub
www.saashub.com | 18 Jan 2025
Index
What are some of the best open-source Machine Learning projects? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | tensorflow | 187,290 |
| 2 | transformers | 137,675 |
| 3 | Pytorch | 85,822 |
| 4 | Netdata | 72,949 |
| 5 | ML-For-Beginners | 70,707 |
| 6 | cs-video-courses | 67,837 |
| 7 | tesseract-ocr | 63,849 |
| 8 | Keras | 62,357 |
| 9 | scikit-learn | 60,738 |
| 10 | awesome-scalability | 59,974 |
| 11 | nn | 57,914 |
| 12 | Face Recognition | 53,924 |
| 13 | faceswap | 52,858 |
| 14 | yolov5 | 51,963 |
| 15 | julia | 46,159 |
| 16 | 100-Days-Of-ML-Code | 45,884 |
| 17 | TensorFlow-Examples | 43,468 |
| 18 | llm-course | 41,563 |
| 19 | Airflow | 38,302 |
| 20 | Made-With-ML | 37,974 |
| 21 | Open-Assistant | 37,182 |
| 22 | streamlit | 36,651 |
| 23 | DeepSpeed | 36,192 |
Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com