mspronesti
AI Doctoral Researcher 💻 @IBM | Mainly interested in Deep Learning, NLP, Software Engineering, and HPC.
IBM ResearchDublin, Ireland
Pinned Repositories
stable-diffusion-pytorch
Yet another PyTorch implementation of Stable Diffusion (probably easy to read)
diffusers-rs
An implementation of the diffusers api in Rust
advanced-statistical-inference
Notebooks for Advanced Statistical Inference(ASI) course at EURECOM
baylib
High-performance library for approximate inference on discrete Bayesian networks on GPU and CPU
beta-federated
Federated Learning with flower and pytorch using a metaheuristic based on the beta distribution
mspronesti-noshow
Personal GitHub profile (auto-updated every day)
mspronesti.github.io
Developer portfolio WebApp, written in React and NodeJS
qlearnkit
A python library for quantum machine learning and quantum deep learning, built on top of qiskit and pennylane
reports-eurecom
Collection of (some of my) LaTeX technical reports and presentations from my M.Sc. in Data Science and Engineering at Institut EURECOM
pandas-ai
Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.
mspronesti's Repositories
mspronesti/qlearnkit
A python library for quantum machine learning and quantum deep learning, built on top of qiskit and pennylane
mspronesti/baylib
High-performance library for approximate inference on discrete Bayesian networks on GPU and CPU
mspronesti/mspronesti.github.io
Developer portfolio WebApp, written in React and NodeJS
mspronesti/advanced-statistical-inference
Notebooks for Advanced Statistical Inference(ASI) course at EURECOM
mspronesti/beta-federated
Federated Learning with flower and pytorch using a metaheuristic based on the beta distribution
mspronesti/mspronesti-noshow
Personal GitHub profile (auto-updated every day)
mspronesti/reports-eurecom
Collection of (some of my) LaTeX technical reports and presentations from my M.Sc. in Data Science and Engineering at Institut EURECOM
mspronesti/llm.sycl
llm.c, but in SYCL/Intel oneAPI!
mspronesti/bayesian-wine-quality
Wine quality prediction employing a Bayesian approach towards score evaluation. Final project for Machine Learning Pattern Recognition at PoliTO.
mspronesti/eurecom-malcom
Code for "Machine Learning for Communication Systems" assignments at Eurecom, Spring 2022
mspronesti/pdfGPT-azure
Talk to your document with Microsoft Azure OpenAI
mspronesti/simpledb
Educational database management system (DBMS), written in Java
mspronesti/ezshop
Semester project for Software Engineering class @ PoliTO
mspronesti/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
mspronesti/pandas-ai
Pandas AI is a Python library that integrates generative artificial intelligence capabilities into Pandas, making dataframes conversational
mspronesti/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" ]
mspronesti/ragas
Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
mspronesti/SYCL-containers
Docker containers for SYCL developement on NVidia GPUs using llvm, hipSYCL and Intel OneAPI.
mspronesti/talk-qml-amadeus
Slides for a talk on Quantum Machine Learning given to Amadeus CS Research Center on April 27, 2022
mspronesti/diffusers-rs
An implementation of the diffusers api in Rust
mspronesti/eurecom-dbsys
Assignments of the Database Management Systems Implementation (DBSys) class at EURECOM, Fall 2021
mspronesti/eurecom-malis
Repository for the course "Machine Learning and Intelligent Systems" at EURECOM, Fall 2021
mspronesti/langchain
âš¡ Building applications with LLMs through composability âš¡
mspronesti/llm.c
LLM training in simple, raw C/CUDA
mspronesti/luna
text to image generation with stable diffusion using tensorflow
mspronesti/react-todo-manager
react-based todo manager developed as laboratory assignment for Web Application I class @ PoliTO
mspronesti/stable-diffusion
Stable Diffusion in PyTorch without any huggingface token!
mspronesti/stable-diffusion-pytorch
Yet another PyTorch implementation of Stable Diffusion
mspronesti/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.
mspronesti/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs