Repository Index

Machine Learning Engineering Open Book

• pytorch
• slurm
• large-language-models
• llm

TranslatedLlama Chinese community: compiles the latest Llama learning materials in real time and builds the best open-source ecosystem of Chinese Llama large models, fully open source and commercially usable

• llama
• llm
• pretraining
• agent

The official GitHub page for the survey paper "A Survey of Large Language Models".

• chain-of-thought
• chatgpt
• in-context-learning
• instruction-tuning

TranslatedOpen-source manuscript of 《深入理解 AI Infra：量化分析与系统设计》 (In-Depth Understanding of AI Infra: Quantitative Analysis and System Design), by 李博杰 (Li Bojie): starting from hardware constraints and model architecture, it quantitatively derives the system design of LLM inference and training. Includes the full text of the book, a PDF, and companion calculation tools and experiments

• accelerator
• ai-infra
• ai-infrastructure
• book

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

• python
• genetic-algorithm
• optimization
• numpy

Programming exercises, code katas and puzzles for your job interview training - or just for fun.

• interview-practice
• interview-test-task
• language-learning
• coding-interview

Fast, modular reference implementation and easy training of Semantic Segmentation algorithms in PyTorch.

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

• python
• machine-learning
• random-forest
• tensorflow

INGInious is a secure and automated exercises assessment platform using your own tests, also providing a pluggable interface with your existing LMS.

• grading
• assessment
• education
• e-assessment

Trading environnement for RL agents, backtesting and training.

• trading
• backtesting
• reinforcement-learning-agent
• reinforcement-learning