Edoardo Abati's repositories
whisper-live
A CLI tool to transcribe audio in real-time using Whisper-based models.
dataframes-haystack
Haystack custom components for your favourite dataframe library.
BanditsBook
Code for my book on Multi-Armed Bandit Algorithms
codecarbon
Track emissions from Compute and recommend ways to reduce their impact on the environment.
flytelab
Machine Learning Projects with Flytekit
fsdl-gpu-deployments
Testing methods for GPU deployment
gradio
Create UIs for your machine learning model in Python in 3 minutes
fairlearn
A Python package to assess and improve fairness of machine learning models.
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.
haystack-core-integrations
Additional packages (components, document stores and the likes) to extend the capabilities of Haystack version 2.0 and onwards
homebrew-cask
🍻 A CLI workflow for the administration of macOS applications distributed as binaries
huggingface_course
The Hugging Face course
ibis
A pandas-like deferred expression system, with first-class SQL support
keras-io
Keras documentation, hosted live at keras.io
llama_index
LlamaIndex is a data framework for your LLM applications
mlflow
Open source platform for the machine learning lifecycle
narwhals
Lightweight and extensible compatibility layer between Polars, pandas, cuDF, Modin, and more!
numpy
The fundamental package for scientific computing with Python.
pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
pandas-stubs
Public type stubs for pandas
playground-zurich
Learn the basics of contributing to open-source projects.
python-sprints.github.io
Python Sprints website
recordlinkage
A powerful and modular toolkit for record linkage and duplicate detection in Python
scikit-learn
scikit-learn: machine learning in Python
setfit
Efficient few-shot learning with Sentence Transformers
skops
skops is a Python library helping you share your scikit-learn based models and put them in production
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.