lorenzo famiglini's Projects
Machine Learning projects
Medplum is a healthcare platform that helps you quickly develop high-quality compliant applications.
Missing data visualization module for Python.
Notebooks using the Hugging Face libraries 🤗
Application of Deep Learning and Machine Learning techniques for traffic sing detection and word trigger recognition
Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.
95.47% on CIFAR10 with PyTorch
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Radiology Objects in COntext (ROCO): A Multimodal Image Dataset
Matplotlib styles for scientific plotting
Multilingual Sentence & Image Embeddings with BERT
A very simple Shopify Bot to self checkout using Python and Selenium.
How to deal with statistical analysis
Several models were developed in order to solve the text classification task on toxic comments. Several models have been created trying to give an innovative approach to solve the unbalanced class problem.
Implementation of traditional,hybrid algorithms and Reinforcement Learning
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Whisper in combination with GPT-3
Build real time speech2text web apps using OpenAI's Whisper https://openai.com/blog/whisper/