guidiandrea
Love to get hands dirty with data. Data scientist and guitarist, tireless learner and curious mind.
Rome
Pinned Repositories
ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
guidiandrea
Config files for my GitHub profile.
Metapath2Vec_On_MovieLens1M
Quick run of Metapath2Vec to embed a heterogeneous graph.
recommendingstuff
A quick implementation of a gradient-descent matrix factorization.
RoomOccupancyDetection
A short Notebook with Data Analysis on a UCI dataset representing Room Occupancy in an office.
shap
A game theoretic approach to explain the output of any machine learning model.
ShapAlgo
A test to identify patterns in SHAP values leading to positive outcomes.
TelcoCustomerChurn
A simple project where I try to make visualizations and predictions on which customers are likely to churn and which are not.
udacityCapstone-FakeNewsDetector
A repository made for showing my Udacity Capstone Project.
guidiandrea's Repositories
guidiandrea/Metapath2Vec_On_MovieLens1M
Quick run of Metapath2Vec to embed a heterogeneous graph.
guidiandrea/udacityCapstone-FakeNewsDetector
A repository made for showing my Udacity Capstone Project.
guidiandrea/ExData_Plotting1
Plotting Assignment 1 for Exploratory Data Analysis
guidiandrea/guidiandrea
Config files for my GitHub profile.
guidiandrea/recommendingstuff
A quick implementation of a gradient-descent matrix factorization.
guidiandrea/RoomOccupancyDetection
A short Notebook with Data Analysis on a UCI dataset representing Room Occupancy in an office.
guidiandrea/shap
A game theoretic approach to explain the output of any machine learning model.
guidiandrea/ShapAlgo
A test to identify patterns in SHAP values leading to positive outcomes.
guidiandrea/TelcoCustomerChurn
A simple project where I try to make visualizations and predictions on which customers are likely to churn and which are not.
guidiandrea/Visualizing-Wholesale-Customers
Messy dimensionality reduction using PCA and t-SNE.