Awesome AI’s resoures

Basic knowledges

• MLflow: A Tool for Managing the Machine Learning Lifecycle

Docs and getting started

• Introduction to Generative AI
• Machine Learning Ops

Tools and Efficiency

• Discover, download, and run local LLMs
• Go ahead and axolotl questions
• A template for Metaflow cards
• Machine Learning Toolkit for Kubernetes
• LightGBM is a gradient boosting framework
• XGBoost is an optimized distributed gradient boosting library

Open source framework and models

• The fastai deep learning library
• H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform
• TensorFlow
• Tensors and Dynamic neural networks in Python with strong GPU acceleration
• machine learning in Python
• Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library
• A fast, distributed, high performance gradient boosting
• plotting with Python