Valerio Bonometti's repositories
churn_survival_joint_estimation
Repository hosting a minimal version of the code employed for the paper: Modelling Early User-Game Interactions for Joint Estimation of Survival Time and Churn Probability.
data_viz_python
Workshop on data visualization in Python - presented at IGGI conference 2018
approx_incentive_salience
Code associated with the pre-print: https://arxiv.org/abs/2108.01724
modelling_engagement_ammount
Repository hosting ancillary results for the pre-print: "From Theory to Behaviour: Towards a General Model of Engagement"
tweets_clustering
Small projects for estimating sentiment and clustering tweets using an artificial neural network.
cnn_representation_visualizer
Small app for visualizing changes in filters and representation produced by a Convolutional Neural Network during training.
false_prophet
Small project comparing facebook's prophet with a recurrent neural network.
gene_expression_advanced_eda
Small project on conducting advanced exploratory descriptive analysis (EDA) on a gene expression dataset.
IDEC_extended
Extension of Improved Deep Embedding Clustering to recurrent and convolutional autoencoders.
kerastuner_benchmark
Small project testing the functionalities of kerastuner and benchmarking the three available tuners.
td_learning_salience
Small project attempting to incorporate saliency bias in temporal difference learning.
academic_papers_bot
A simple bot for generating paper titles based on original ones obtained from Google Scholar.
advent_of_code
Repository hosting the solutions for Advent of Code.
bayesian_ANN
Small project for exploring the usage of bayesian artificial neural networks implemented with PyMC3.
draft_that_win
Small project on estimating matches outcomes in Dota 2 based on heroes' draft.
ghi_forecast
Project outlining possible solutions for global horizontal irradiance forecast.
improved_approx_incentive_salience
Repository hosting the code for the final experiments of my PhD project.
introduction_bayesian_analysis
Workshop on introductory concepts in bayesian data analysis - presented at IGGI Conference 2020.
learning_bayes
Repository for collecting the code wrote during the study of various resources on bayesian statistics.
modules_comp_neuro_2021
Code and material for PhD optional modules, taken from Goldsmith's MsC in Computational Cognitive Neuroscience.
phd_thesis
PhD Thesis
prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
webiste_bazaar
My website, a bazaar of small and heterogeneous projects.
what_do_books_look_like
Books representation to the eyes of a language model