Niccolò Ajroldi's repositories
Functional-BNP-clustering
Bayesian nonparametric clustering of functional data.
Nonparametric-Statistics-Project
Nonparametric analysis of 2020 US presidential elections.
Shiny-App-Black-Sea-Forecast
Shiny App implementation. Forecasting Black Sea anomalies + Conformal Prediction bands.
Tries-TS-CP
Exploratory codes for Conformal Prediction inference for time series data.
algorithmic-efficiency
MLCommons Algorithmic Efficiency is a benchmark and competition measuring neural network training speedups due to algorithmic improvements in both training algorithms and models.
AmsterdamUMCdb
AmsterdamUMCdb - Freely Accessible ICU database. Please access our Open Access manuscript at https://doi.org/10.1097/CCM.0000000000004916
ARMA-Surfaces
Simulation of Functional Autoregressive Moving Average Processes for surface date.
backpack-stat
BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.
CovEWS
The COVID-19 Early Warning System (CovEWS) is a real-time early warning system for assessing individual COVID-19 related mortality risk.
HackerRank-Solutions
Personal solutions for some HackerRank challenges. Solutions are in Python or C++.
PCA-for-Surfaces
Principal Component Analysis of surfaces, i.e. functions defined on a bivariate domain.
dash-manufacture-spc-dashboard
A manufacture dashboard demo app showing real-time process control.
DeepHazard
DeepHazard: Neural Network for Time Varying Risks
Functional-Autoregressive-Process-2D
Repository containing a gif of the evolution of a Functional Autoregressive Process of order one, namley a FAR(1) model.
nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
Niccolo-Ajroldi
My personal repository!
orcutt
Repository forked from cran/orcutt. Customiztion of "cochrane.orcutt" function in order to allow for two-tailed Durbin-Watson test.
torch_hessian
2nd order optimization in PyTorch