Education & Research
Core ML/DL frameworks and research tooling for learning and experimentation.
949 projects
See methodology for ranking rules; order uses public GitHub metrics within this scenario.
| Rank | Project | Stars | Forks | Updated | License |
|---|---|---|---|---|---|
| 741 |
data-centric-AI
A curated, but incomplete, list of data-centric AI resources. |
1.2K | 82 | 06/26/24 | Other |
| 742 |
machine_learning_complete
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques. |
5.0K | 833 | 09/22/23 | MIT |
| 743 |
practical-machine-learning-with-python
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system. |
2.4K | 1.7K | 03/31/24 | Apache-2.0 |
| 744 |
gophernotes
The Go kernel for Jupyter notebooks and nteract. |
4.0K | 264 | 11/03/23 | MIT |
| 745 |
CV-Company-List
List of Chinese companies offering computer vision (CV) algorithm positions; welcome contributions via issues. |
1.0K | 87 | 07/01/24 | Other |
| 746 |
papers-I-read
A-Paper-A-Week |
950 | 80 | 07/05/24 | Other |
| 747 |
FlappyLearning
Program learning to play Flappy Bird by machine learning (Neuroevolution) |
4.0K | 500 | 11/23/23 | MIT |
| 748 |
Generative-AI-with-LLMs
In Generative AI with Large Language Models (LLMs), you’ll learn the fundamentals of how generative AI works, and how to deploy it in real-world applications. |
641 | 449 | 07/27/24 | Other |
| 749 |
TextGAN-PyTorch
TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models. |
905 | 203 | 06/26/24 | MIT |
| 750 |
ABigSurvey
A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML). |
2.0K | 245 | 03/31/24 | GPL-3.0 |
| 751 |
LLMsNineStoryDemonTower
【LLMs九层妖塔】分享 LLMs在自然语言处理（ChatGLM、Chinese-LLaMA-Alpaca、小羊驼 Vicuna、LLaMA、GPT4ALL等）、信息检索（langchain）、语言合成、语言识别、多模态等领域（Stable Diffusion、MiniGPT-4、VisualGLM-6B、Ziya-Visual等）等 实战与经验。 |
2.2K | 206 | 03/30/24 | Other |
| 752 |
pandas-videos
Jupyter notebook and datasets from the pandas video series |
2.2K | 1.9K | 03/05/24 | Other |
| 753 |
langchain-examples
A collection of apps powered by the LangChain LLM framework. |
548 | 151 | 07/03/24 | MIT |
| 754 |
Failed-ML
Compilation of high-profile real-world examples of failed machine learning projects |
751 | 51 | 06/14/24 | MIT |
| 755 |
langchain-in-action
Practical LangChain patterns and implementations for real-world LLM applications. 极客时间：LangChain实战课 - 这是LangChain框架早期设计的一系列重点模块的直接而清晰的示例和讲解。随着LangChain的快速演进，有些代码需要安装新的版本进行迭代。希望大家在快速浏览课程概念（仍有价值）的同时，自行学习LangChain最新的代码和进展。 |
764 | 263 | 06/10/24 | Other |
| 756 |
hands-on-train-and-deploy-ml
Train and Deploy an ML REST API to predict crypto prices, in 10 steps |
889 | 134 | 05/29/24 | MIT |
| 757 |
tutorials
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial |
1.0K | 364 | 05/04/24 | Other |
| 758 |
handong1587.github.io
A curated collection of papers, projects, websites, and study notes for machine learning and computer vision enthusiasts. |
3.1K | 978 | 11/22/23 | MIT |
| 759 |
Hands-on-Machine-Learning-with-Scikit-Learn-Keras-and-TensorFlow
Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron |
1.1K | 420 | 04/18/24 | Other |
| 760 |
question_generation
Neural question generation using transformers |
1.1K | 347 | 04/05/24 | MIT |