skygazer42 / ForeSight
机器学习与深度学习模型时间序列预测包
Why this job: works in the areas we cover, but does not say which job it does
What it does
- Walk-forward backtesting with expanding or rolling windows.
- Full cross-validation tables with unique_id, ds, cutoff, step, y, yhat, model.
- Single-dataset leaderboards and multi-dataset sweeps.
- Grid-search tuning scored through backtesting.
- Conformal and bootstrap prediction intervals.
Get started
pip install foresight-ts
# core (numpy + pandas only)- Maintenance
- Inactive
- Last commit 6 months ago
- Stars
- 117
- On GitHub
- Licence
- GPL-3.0
- Share-alike terms
- Downloads for
- None listed
- No release files
- Latest version
- v0.3.1
- Released 6 months ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- None
- No issues filed
- Pull requests
- 0 merged
- 0 waiting
- Releases
- 13
- 13 in the last year
- No contributing guide
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 100%
Topics
- backtesting
- deep-learning
- forecasting
- machine-learning
- time-series
Project record
- JobOther AI tools
- StatusListed
- Commits520
- Forks3
- Watching1
- Stars in 28 days0
- CreatedMar 30, 2023
- First seen by usNov 7, 2026
- CheckedNov 8, 2026