Eymdeyy/tsfa-forecasting-api

TSFA — Time Series Forecasting API

Predict future values with calibrated confidence intervals via a simple REST API.

TSFA handles the full forecasting pipeline: automatic preprocessing, model selection, uncertainty quantification, and diagnostics — no ML expertise required.

Available on RapidAPI

🚀 [Try the API on RapidAPI](https://rapidapi.com/dorianmrt/api/tsfa)

Free tier available. No credit card required to start.

Quick Start

import requests

resp = requests.post(
    "https://tsfa.p.rapidapi.com/v1/forecast/univariate",
    headers={
        "X-RapidAPI-Key": "YOUR_KEY",
        "X-RapidAPI-Host": "tsfa.p.rapidapi.com",
    },
    json={
        "series": [120, 132, 128, 145, 139, 152, 148, 160, 155, 168],
        "horizon": 7,
        "model": "auto",
    },
)
print(resp.json()["forecast"]["mean"])
# [171.2, 174.5, 177.8, 181.0, 184.3, 187.6, 190.8]

Use Cases

Retail demand forecast — 14-day ahead with 80% and 95% confidence intervals

EUR/USD exchange rate forecast — 30-day ahead with 95% probability band

Energy consumption forecast — 48h ahead (ETT-h1 real data)

Models

Benchmarks

Evaluated via sliding-window backtesting (5 windows) on public datasets.

Datasets: ETT-h1 (electricity transformer temperature), Exchange Rate (8 currencies), M5 (retail sales). All results are out-of-sample.

Endpoints

Plans

License

MIT — see GitHub