KLINE-DE-PRE V1
Multi-Timeframe Volatility Scenario Engine
Multi-Timeframe Volatility Scenario Engine
Upload a K-line Screenshot
Supports K-line screenshots from any platform. AI estimates the future volatility range and generates scenarios (forecasts range, not direction).
Kline-de-pre estimates how much a market is likely to move, not which way. Upload a candlestick screenshot from any platform and it detects the candles, encodes them as multi-timeframe Gramian Angular Field images, regresses a trend skeleton with a CNN-Transformer, and samples plausible future scenarios with a conditional diffusion model. The output is a 50/80/95% volatility cone plus sampled OHLC scenarios — a range and its uncertainty, never a direction call. Live charts cover BTC, NASDAQ, gold, EUR/USD and the SSE Composite, and an MCP server exposes the same forecasts to Claude Code and other AI clients.
AI K 线波动率与情景预测。上传任意平台的 K 线截图，系统识别蜡烛数据， 转成多时间尺度 GAF 特征，用 CNN-Transformer 回归趋势骨架，再由条件扩散模型 采样未来情景，输出 50/80/95% 波动率锥与情景蜡烛 —— 给的是波动区间与不确定性， 不预测涨跌方向。含 BTC、纳斯达克、黄金、欧元美元、上证指数实时行情， 以及可供 Claude Code 等 AI 客户端调用的 MCP server。