mspronesti

Massimiliano Pronesti's repositories

qlearnkit

A python library for quantum machine learning and quantum deep learning, built on top of qiskit and pennylane

Language:PythonApache-2.036 3 6

baylib

High-performance library for approximate inference on discrete Bayesian networks on GPU and CPU

Language:C++GPL-3.030 3 18

mspronesti.github.io

Developer portfolio WebApp, written in React and NodeJS

Language:JavaScriptMIT28 10

advanced-statistical-inference

Notebooks for Advanced Statistical Inference(ASI) course at EURECOM

Language:Jupyter Notebook6 10

beta-federated

Federated Learning with flower and pytorch using a metaheuristic based on the beta distribution

Language:PythonMIT6 1 1

mspronesti-noshow

Personal GitHub profile (auto-updated every day)

6 10

reports-eurecom

Collection of (some of my) LaTeX technical reports and presentations from my M.Sc. in Data Science and Engineering at Institut EURECOM

Language:TeX6 10

llm.sycl

llm.c, but in SYCL/Intel oneAPI!

Language:C++MIT4 10

bayesian-wine-quality

Wine quality prediction employing a Bayesian approach towards score evaluation. Final project for Machine Learning Pattern Recognition at PoliTO.

Language:PythonMIT3 10

eurecom-malcom

Code for "Machine Learning for Communication Systems" assignments at Eurecom, Spring 2022

Language:Jupyter Notebook2 10

pdfGPT-azure

Talk to your document with Microsoft Azure OpenAI

Language:PythonMIT2 1 1

simpledb

Educational database management system (DBMS), written in Java

Language:Java2 1 1

ezshop

Semester project for Software Engineering class @ PoliTO

Language:Java1 10

oneapi-crystal

SYCL implementation of the Crystal library for SQL queries on GPU and CPU, based on http://anilshanbhag.in/static/papers/crystal_sigmod20.pdf

Language:C++MIT1 10

pandas-ai

Pandas AI is a Python library that integrates generative artificial intelligence capabilities into Pandas, making dataframes conversational

Language:PythonMIT100

pylibrary-template

Plug-and-play cookiecutter template for python libraries and packages, written with ease-of-use in mind. [ Don't fork, just click on "Use this template" ]

Language:PythonApache-2.01 10

ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

Language:PythonApache-2.0100

SYCL-containers

Docker containers for SYCL developement on NVidia GPUs using llvm, hipSYCL and Intel OneAPI.

Language:DockerfileMIT1 1 1

talk-qml-amadeus

Slides for a talk on Quantum Machine Learning given to Amadeus CS Research Center on April 27, 2022

Language:TeX1 10

diffusers-rs

An implementation of the diffusers api in Rust

Language:RustApache-2.0000

eurecom-dbsys

Assignments of the Database Management Systems Implementation (DBSys) class at EURECOM, Fall 2021

Language:PLpgSQL010

eurecom-malis

Repository for the course "Machine Learning and Intelligent Systems" at EURECOM, Fall 2021

Language:Jupyter Notebook010

langchain

⚡ Building applications with LLMs through composability ⚡

Language:PythonMIT000

luna

text to image generation with stable diffusion using tensorflow

Language:PythonMIT000

react-todo-manager

react-based todo manager developed as laboratory assignment for Web Application I class @ PoliTO

Language:JavaScript010

stable-diffusion

Stable Diffusion in PyTorch without any huggingface token!

Language:PythonApache-2.0020

stable-diffusion-pytorch

Yet another PyTorch implementation of Stable Diffusion

Language:PythonMIT000

SWE-agent

SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.29% of bugs in the SWE-bench evaluation set and takes just 1.5 minutes to run.

Language:PythonMIT000

system-programming-polito-2021

OS API laboratories and exams for the "Programmazione di Sistema" (System Programming) class @ PoliTO

Language:C++010

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

Language:PythonApache-2.0000