fgiobergia

benchmarking-KAN

This repository contains the official implementation of "A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data" (under review). You can use this codebase to replicate our experiments about benchmarking KAN networks on some of the most used real-world tabular datasets.

divexplorer

Analyze Pandas dataframes, and other tabular data (csv), to find subgrops of data with properties that diverge from those of the overall dataset

divexplorer

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

bart-it

Pre-training BART model for the Italian Language

heideltime

A multilingual, cross-domain temporal tagger developed at the Database Systems Research Group at Heidelberg University.

ferret

A python package for benchmarking interpretability techniques on Transformers.

ear

Code associated with the paper "Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists"

pytorch-inpainting-with-partial-conv

Unofficial pytorch implementation of 'Image Inpainting for Irregular Holes Using Partial Convolutions' [Liu+, ECCV2018]

AoC-2021

Python solutions for Advent of Code 2021

Merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

OpenDS4All

OpenDS4All project, hosted by LF AI & Data

clip-italian

CLIP (Contrastive Language–Image Pre-training) for Italian

Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

l3wrapper

A lightweight Python 3 wrapper around the binaries of the L3 associative classifier.

OpenBB

Investment Research for Everyone, Everywhere.

clustering-benchmark

tutorials2021

Mediterranean Machine Learning school tutorials

PlotNeuralNet

Latex code for making neural networks diagrams

PyBoy

Game Boy emulator written in Python

COVID-19

COVID-19 Italia - Monitoraggio situazione

keyteki

pyemd

Accurate, efficient Earth Mover's Distance for Python (and MATLAB).

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

scikit-learn

scikit-learn: machine learning in Python