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Name: Alessio Serra
Type: User
Company: Translated
Bio: Deep Learning Researcher | Msc in Artificial Intelligence and Data Engineering at the University of Pisa.
Location: Rome
Name: Alessio Serra
Type: User
Company: Translated
Bio: Deep Learning Researcher | Msc in Artificial Intelligence and Data Engineering at the University of Pisa.
Location: Rome
Implementation of a Distributed File Storage System based on Ceph following a Service-Oriented Architecture approach and accessible with a REST API
Personal webpage
Implementation of a hierarchical network to gather and process data related to the Covid-19 pandemic from multiple hospitals, utilizing middleware technologies such as the Glassfish server, Java Message Service (JMS) for communication, and Enterprise Java Beam (EJB).
This project explores both Transfer Learning and Feature Extraction for obtaining contextual word embeddings using BERT-family model to solve a problem related to the Fake News Detection task, i.e. Stance Detection.
Implemention of the DBScan clustering algorithm with Federated Learning setting. The goal is to enable distributed clustering of data across multiple nodes in a decentralized network, preserving the privacy of the individual data points.
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
Implementation of the MapReduce PageRank algorithm using the Hadoop framework in Java and the Spark framework both in Python and in Java.
Smart Pool is an application for the automatic and intelligent management of swimming pools remotely through the use of sensors and actuators and IoT protocols.
This project creates the T4SA 2.0 dataset, i.e. a big set of data to train visual models for Sentiment Analysis in the Twitter domain using a cross-modal student-teacher approach.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
UniMusic is an application that aims to simplify and enhance the song discovery and management experience for its users. With this platoform users can find and access official sources of songs on the internet, e.g. YouTube and Spotify, through links provided by the application.
PyTorch port of models for Visual Sentiment Analysis pre-trained on the T4SA dataset.
VoiceVibes presents a solution for speech emotion recognition, featuring six innovative AI model architectures designed to accurately categorize emotional expressions conveyed through speech.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.