skforecast

Python time series forecasting assistant built on skforecast: deterministic decisions, the script that ran, an optional LLM that explains them, and an MCP server for AI agents.

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

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

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

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

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.

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

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.

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