AISTOCK CONTROL PANEL

AiStockCN

Systematic Equity Research Platform

From raw data to live trades. A full-stack quant research and execution system with feature pipelines, model training, walk-forward backtests, signal ranking, and broker-connected deployment.

Tech Stack: Python, TypeScript, Next.js, React, FastAPI, Uvicorn, Pandas, PyArrow, LightGBM, scikit-learn, BaoStock, AKShare, parquet-based data pipelines, workflow orchestration, paper-trading automation, Docker, and Docker Compose.

Live System Surface

Quant Engine Snapshot

Pipeline StateLive
Stocks in universe5,198
Active Signals4,969
Universe Progress78.8%
Model Health0.548

Pipeline Telemetry

Idle
Last state update: Jul 6, 2026, 23:47Last code: 688657Remaining: 0Log source: docker
688657 completed, note: reference_cache_stale_until:2026-06-25
Pass 2 finished, completed 5198/5198, remaining for retry: 0
Starting pass 3/5, pending stocks: 0
{
  "finished": true,
  "total_codes": 5198,
  "done_codes": 5198,
  "remaining_codes": 0,
  "state_file": "quant_data/batch_state/all_a_3y_state.json",
  "last_code": "688657"
}
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Latest Kline Preview · 000001

Visitor Preview
Rows: 796Latest: Jul 6, 2026Date range: Mar 22, 2023 to Jul 6, 2026
dateopenhighlowclosevolume
Jul 610.2510.5210.2210.5106,104,863
Jul 310.2910.410.1810.2986,332,664
Jul 210.210.3610.1710.28100,474,867
Jul 110.0510.189.9910.1690,688,982
Jun 3010.2210.2210.0410.05111,135,281
Jun 2910.2210.3210.0210.24112,413,978
Jun 2610.4210.4710.1910.23123,648,164
Jun 2510.4710.5910.4110.42108,399,905