SolarCloud: Forecasting Photovoltaic Production

Statistics and Forecasting for the Coronavirus disease (COVID-19) in the European Union

Final Project - Software Engineering 20211

Source Separation of Multi-source Raw Music using Residual Quantization

Proof of concept for online hybrid message passing inference for AR-HGF.

This repository contains a univariate autoregressive model written from scratch in Python

Retail sales forecasting (time series) with Autoregression model in Python

Time Series Data analysis with AR and ARMA models

Light, modular framework for dynamic time series modeling, compatible with scikit-learn

Crop yield Forecasting on the basis of meteorological predictions using some Time series & ML models

Auto Regressive Models applied on Paris Subway Stations. Time Series Analysis. Predictions of affluence.

Mathematical functions library for data analysis

A bitcoin price forecaster utilizing an ensemble of autoregressive, N-BEATS, LSTM and layer normalized models, trained on various loss functions.

A Unimodal Neural Network-Based Person Authentication System Based on the Sound of the Signing

[CVPR 2022] Official implemention of the paper "LAR-SR: A Local Autoregressive Model for Image Super-Resolution“

GPT code - I completed the tutorial for building GPT components by Andrej Karpathy (Let's build GPT: from scratch, in code, spelled out)

PixelCNN implementation - based on the original version

Digital signal processing laboratories. Sampling and aliasing; Discrete Fourier transform (DFT); Digital filters; Autoregressive least squares (LS); Maximum Likelihood Estimation (MLE)

causal decoder based on convolutions only (no attention): can be applied to ubbounded sequence lengths; the prediction of the next token depends on *all* previous tokens; allows autoregressive sampling; highly gpu-parralellizable; trained with teacher forcing;

Backtesting software for intraday and daily timeframe SARIMAX forecasting model. Capable of forecasting on any asset class with backtesting capability across various parameter sets customizable by the user.