vettorefburana's repositories
Mortality-rate-predictions-for-Italy
Mortality rate predictions for Italy in 2020 using Lee-Carter model and Recurrent Neural Networks
Cluster-analysis-for-finance
Portfolio evaluation and backtesting using k-means, bounded k-means and hierarchical risk parity
Sentiment-analysis-on-Covid-19-tweets
Sentiment analysis of Covid-19 tweets using XGBoost, LSTM and BERT
Claim-Frequency-Forecast
Forecast of car claim frequency using GLM, boosting and neural networks
Difference-in-Differences
Causal inference between minimum wage and employment using difference in differences
European-Option-Pricing
Collection of functions for pricing european options
Bayesian-Networks
Inference on coronary artery desease data using bayesian networks
Clustering-Algorithms
A comparison of centroid-based, density-based and hierarchical clustering algorithms
Factor-Analysis
Factor Analysis using PCA, SVD and BNN autoencoders
Run-Rstudio-Server-from-Docker
Run RStudio Server from a Docker container and mount host directories to Docker home
Neural-Networks
Builds not fully connected neural networks and estimates confidence intervals
NLP-topic-modelling-with-LDA
NLP topic modelling with Latent Dirichlet Allocation
Uber-Orbit-Forecast
Time series forecasts using Uber's Orbit model and Facebook's Prophet