skforecast

This repository contains datasets used in the skforecast library. It also contains datasets used in related tutorials.

Workshops forcasting time series with skforecast

Forecast e-commerce sales with external variables using 3 different models and comparing their results

Client server app used to store data from an API and analyse it with machine learning.

Replication materials for "Forecasting hospital-level COVID-19 admissions using real-time mobility data" (Klein et al., 2023)

Electricity Demand Forecasting for NYC using ML & Stats. Demonstrates and gives a glimpse of my capabilities. This project has also been submitted and graded as part of Udacity's Data Scientist Nanodegree program.

Predicting Resale HDB Prices with Machine Learning Models, this repository is part of a group project for CSIT323-Modern Artificial Intelligence

ATM cash demand forecasting (skforecast, LightGBM) + replenishment optimization (OR-Tools CP-SAT) — DataFest 2024, BCP × ESAN

Pipeline reproductible du mémoire UQAM 2024 : prédiction ML des rendements d'actions canadiennes et américaines avec données macro (LCDMA, FRED-MD), portefeuilles long-short, audit 2026

One skforecast model forecasts 1,000 Chicago crime-by-ward time series a month ahead, validated by rolling-origin backtest. Open-source demonstration by JMH DataSciences.