LotteryPrediction  by yangboz

Lottery prediction tool using time-series analysis

Created 14 years ago
286 stars

Top 91.6% on SourcePulse

GitHubView on GitHub
Project Summary

This repository offers tools and methodologies for lottery number prediction, aiming to go beyond traditional probability by exploring patterns and potential psychological biases like the Gambler's Fallacy. It targets individuals interested in data analysis for forecasting, with potential applications in understanding time-series data.

How It Works

The project leverages time-series analysis techniques, referencing libraries like fbProphet and potentially deep learning models such as RNNs and Transformers (e.g., Informer). The approach involves collecting historical lottery data, preprocessing it, analyzing trends and seasonality, building predictive models, and evaluating their performance. The goal is to identify patterns that might influence future outcomes, acknowledging that absolute prediction accuracy is not guaranteed.

Quick Start & Requirements

Highlighted Details

  • Explores concepts beyond pure probability, including the Gambler's Fallacy.
  • References advanced time-series models like Transformers (Informer) and LLMs.
  • Provides interactive Flash-based demos of visualizations.
  • Offers a tiered pricing structure for commercial support and advanced features.

Maintenance & Community

Commercial support and training are available via email (zheng532@126.com) or WeChat (ID: zhenglw532), with pricing starting from $10-$50 per case.

Licensing & Compatibility

The README mentions an "Open Source" package with "Basic analytics functionality" and a "GPTs free trail," but does not specify a license type. Commercial use and compatibility with closed-source projects would require clarification.

Limitations & Caveats

The project explicitly states it cannot guarantee 100% prediction accuracy and warns against using it for guaranteed financial gain, noting potential legal implications. The primary demos use Flash, which is deprecated.

Health Check
Last Commit

1 year ago

Responsiveness

Inactive

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