Projects

A Benchmarking Platform for Atomic Learned Indexes

A benchmarking platform to evaluate how Feed Forward Neural Networks can be effectively used as index data structures.

Deep neural networks compression

This package proposes compression strategies for fully-connected and convolutional layers of deep neural networks, including pruning, quantization and low-rank factorization.

LeMonHash

A monotone minimal perfect hash function that learns and leverages the data smoothness.

Discriminative Subgraph Discovery

Software to analyze gene expression data of a set of samples belonging to two different populations, typically the one referred to healthy individuals and the other to unhealthy ones.

A Learned Sorted Table Search Library

A collection of methods for performing element search in ordered tables, starting from textbook implementations to more complex algorithms.

DIAMIN

A software library for the distributed analysis of large-scale molecular interaction networks.

CoCo-trie

A data-aware trie for indexing and compressing a set of strings.

LZ-Epsilon

Compressed rank/select dictionary based on Lempel-Ziv and LA-vector compression.

MM RePair

Massive matrix multiplication on RePair-compressed matrices.

Block-epsilon tree

A compressed rank/select dictionary exploiting approximate linearity and repetitiveness.