Build A Neural Network from Scratch

Laboratory assignments given during the Computational NeuroScience(CNS) course. University of Pisa. A.Y. 2023/2024

Exploring machine learning through captivating projects. 🚀🤖

Computer vision

Recommender System (Hybrid and Deep Neural Networks)

Implemented diverse neural network concepts including image classification, kNN, SVM, and advanced techniques like convolutional nets and style transfer for image processing and analysis. Experimented with architectures, regularization methods, and applications such as image captioning and generation.

This is a cross-chip platform collection of operators and a unified neural network library.

Collection of AI projects that I've worked on. This is mainly used for learning projects.

wind turbine fault detection based on machine learning techniques and knowledge transfer

Reweight GPT - a simple neural network using transformer architecture for next character prediction

This repo was created for all ML practices

Exploratory Data Analysis, Data Visualization, Machine Learning

A snake game to be played manually or to be tested against a neural network algorithm. The neural network is configurable on the ui. Extended statistics about game data can be provided via webserver interface. Additionally, a demo mode with a trained neural network is implemented.