Pinned Repositories
bio-ee-egv
[COLING22] Text-to-Text Extraction and Verbalization of Biomedical Event Graphs
advanced_rag
This repo houses experimental projects inspired by insights from the course 'Building and Evaluating Advanced RAG Applications' offered by DeepLearning.AI
auto-editing
Auto edit (e.g. cut) video files by leveraging gesture recognition
bayesian-network-credit-cards
The objective of this study is to explore the impact of the structure of a Bayesian Network on its overall run-time, potential unwanted bias, and accuracy in performing a classification task. A credit card default dataset was utilised to construct six networks with varying structures and to learn their conditional probability distributions.
Bug-Tracker
Bug Tracker for SWE built with React
lorenzobalzani
Cool bio
lorenzobalzani.github.io
This repository houses the code for my personal portfolio website. The website features a blog section, my professional resume, and a contact form for reaching out to me. Explore my online presence and get in touch!
neural-subgraph-retrieval
PyTorch module that generates a subgraph originating from the UMLS Knowledge Graph (KG) when presented with a biomedical question (from MedQA). It utilizes Language Models (LMs) to solve the next relation prediction task and graph node embedding to infer the tail given a head and the predicted relation, essentially performing link prediction.
nlp-dl-experiments
Python implementation of Deep Learning models, with a focus on NLP.
nlp_projects
This repository contains assignments, the final course project, and the project work assigned for the Natural Language Processing (NLP) course within the Artificial Intelligence Master's program.
lorenzobalzani's Repositories
lorenzobalzani/advanced_rag
This repo houses experimental projects inspired by insights from the course 'Building and Evaluating Advanced RAG Applications' offered by DeepLearning.AI
lorenzobalzani/auto-editing
Auto edit (e.g. cut) video files by leveraging gesture recognition
lorenzobalzani/lorenzobalzani
Cool bio
lorenzobalzani/Bug-Tracker
Bug Tracker for SWE built with React
lorenzobalzani/nlp-dl-experiments
Python implementation of Deep Learning models, with a focus on NLP.
lorenzobalzani/sensitive-text-clustering
Neural text clustering solution to automatically group and label sensitive, confidential, and personal information types, making it easier to manage and secure.
lorenzobalzani/bayesian-network-credit-cards
The objective of this study is to explore the impact of the structure of a Bayesian Network on its overall run-time, potential unwanted bias, and accuracy in performing a classification task. A credit card default dataset was utilised to construct six networks with varying structures and to learn their conditional probability distributions.
lorenzobalzani/lorenzobalzani.github.io
This repository houses the code for my personal portfolio website. The website features a blog section, my professional resume, and a contact form for reaching out to me. Explore my online presence and get in touch!
lorenzobalzani/nlp_projects
This repository contains assignments, the final course project, and the project work assigned for the Natural Language Processing (NLP) course within the Artificial Intelligence Master's program.
lorenzobalzani/anatole
Anatole is a minimalistic two-column theme for Hugo.
lorenzobalzani/Best-README-Template
An awesome README template to jumpstart your projects!
lorenzobalzani/cs231n.github.io
Public facing notes page
lorenzobalzani/CubicWorldSimulator
A Minecraft clone created for a university project
lorenzobalzani/DB-Benchmarks
PostgreSQL benchmarks
lorenzobalzani/image_deblurring
Image Deblurring Using a Convolutional Neural Network (CNN) on the MNIST Dataset.
lorenzobalzani/ml-ops-aws-eks-kubeflow
lorenzobalzani/moviepy
Fork of the original MoviePY. It resolves the index out-of-range bug when cutting out audio.
lorenzobalzani/neural-subgraph-retrieval
PyTorch module that generates a subgraph originating from the UMLS Knowledge Graph (KG) when presented with a biomedical question (from MedQA). It utilizes Language Models (LMs) to solve the next relation prediction task and graph node embedding to infer the tail given a head and the predicted relation, essentially performing link prediction.
lorenzobalzani/orchest
A new kind of IDE for Data Science.
lorenzobalzani/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
lorenzobalzani/azure-sdk-for-python
This repository is for active development of the Azure SDK for Python. For consumers of the SDK we recommend visiting our public developer docs at https://docs.microsoft.com/python/azure/ or our versioned developer docs at https://azure.github.io/azure-sdk-for-python.
lorenzobalzani/hugo-devresume-theme
A free resume/CV template made for software developers.
lorenzobalzani/pykeen
🤖 A Python library for learning and evaluating knowledge graph embeddings
lorenzobalzani/streamlit-datalist
Datalist element for Streamlit