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Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
Implementation of the paper: Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer.
Implementation of DocFormer: End-to-End Transformer for Document Understanding, a multi-modal transformer based architecture for the task of Visual Document Understanding (VDU)
Start a data science project with modern tools
Start building and deploying Python packages and Docker images for MLOps tasks.
Cookiecutter template for data scientists working with Docker containers
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Efficient streaming data ingestion, transformation & activation
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable,…
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
Awesome music generation model——MG²
Official implementation of the paper "Acoustic Music Understanding Model with Large-Scale Self-supervised Training".
This repo contains the official PyTorch implementation of "Audio Super Resolution in the Spectral Domain" (ICASSP 2023)
Versatile audio super resolution (any -> 48kHz) with AudioSR.
Simple extension on vLLM to help you speed up reasoning model without training.
Official Repo for Open-Reasoner-Zero
This repository contains EmoBank, a large-scale text corpus manually annotated with emotion according to the psychological Valence-Arousal-Dominance scheme.
Official Code for "Coser: Coordinating LLM-Based Persona Simulation of Established Roles"
🦛 CHONK your texts with Chonkie ✨ - The no-nonsense RAG chunking library
YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)