{"repo":"skygazer42/ForeSight","free":true,"listed":false,"github":"https://github.com/skygazer42/ForeSight","clone":"git clone https://github.com/skygazer42/ForeSight.git","description":"机器学习与深度学习模型时间序列预测包","language":"Python","stars":120,"topics":["backtesting","deep-learning","forecasting","machine-learning","time-series"],"license":"GPL-3.0","category":"machine-learning","readme_excerpt":"A lightweight, batteries-included time-series forecasting toolkit for Python. Unified model registry • Walk-forward backtesting • Probabilistic forecasting • CLI + Python API Installation · Quick Start · Model Zoo · Architecture · Docs · Contributing 250+ models · 7 backends · 20+ metrics · 1 unified interface Overview - One interface across statistical, ML, and deep learning forecasters. - Backtesting-first workflows with walk-forward CV, leaderboards, and intervals. - First-class panel and global modeling with unique id / ds / y long format. - Minimal core install; heavier runtimes stay optional. - Python API, CLI workflows, and reusable model artifacts share the same contracts. --- Support Contract ForeSight exposes a broad catalog, but the stable public surface is narrower than the full implementation footprint. - Stable surface: the root foresight Python API, model registry metadata from foresight models list/info , the artifact schema/load contract, and the documented CLI workflows. - CI-backed matrix: Python 3.10 and 3.11 for core installs and contract checks, plus packaging smoke on Python 3.10 and smoke coverage for stats and ml . - Beta and experimental families remain available, but they are not covered by the same compatibility promise as the stable core workflows. See Compatibility guide for the detailed support policy. --- How It Works --- Installation Optional extras: Extra Install Use for ------- --------- --------- ml pip install \"foresight-ts[","default_branch":null,"files":null,"tree":[],"storefront":"/r/skygazer42","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/skygazer42/ForeSight/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}