Emmanuel Bonnet's repositories
AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
Generative-AI-Using-Databricks
Generative AI / LLMs using Databricks Data Intelligence Platform
llm-examples
Streamlit LLM app examples for getting started
llm_distillation_playbook
Practical best practices for distilling large language models.
microagents
Agents Capable of Self-Editing Their Prompts / Python Code
ML-Papers-Explained
Explanation to key concepts in ML
Perfect-Roadmap-To-Learn-Data-Science-In-2024
Data Science Roadmap 2024
ultralytics
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
vectordb-recipes
High quality resources & applications for LLMs, multi-modal models and VectorDBs
semantic-kernel
Integrate cutting-edge LLM technology quickly and easily into your apps
vanna
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
data-engineering-zoomcamp
Free Data Engineering course!
FinGPT
Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We release the trained model on HuggingFace.
generative-ai-for-beginners
12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
HALOs
Human-Centered Loss Functions (HALOs)
langchain-tutorials
Overview and tutorial of the LangChain Library
Large-Language-Model-Notebooks-Course
Practical course about Large Language Models.
litellm
Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)
LLM-Evaluation
Sample notebooks and prompts for LLM evaluation
sentence-transformers
Multilingual Sentence & Image Embeddings with BERT
SinequaForAzure
Sinequa's sample scripts for Azure.
timeseries-forecasting-fourier-time-dummies
Time series forecasting with Fourier-adjusted time dummies
tsgm
Generative modeling of synthetic time series data and time series augmentations