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Domenico's Projects

docs icon docs

Official documents for Gorse recommender system engine

dynamicvit icon dynamicvit

[NeurIPS 2021] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification

flax icon flax

Flax is a neural network library for JAX that is designed for flexibility.

goodreads_searchengine icon goodreads_searchengine

A Flask app with a search engine for GoodReads books, featuring simple and neural search capabilities using Whoosh, Annoy and HuggingFace transformers.

haystack icon haystack

:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

lightning-hydra-template icon lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

spm icon spm

Pooling Layers For Simplicial Neural Networks

web-rag icon web-rag

A RAG pipeline that searches on the web. Powered by Haystack 2.0.

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