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 universe5,199
Active Signals4,979
Universe Progress64.7%
Model Health0.524

Pipeline Telemetry

Idle
Last state update: Jul 17, 2026, 22:01Last code: 688656Remaining: 0Log source: docker
688656 completed, note: reference_cache_stale_until:2026-07-16
Pass 2 finished, completed 5199/5199, remaining for retry: 0
Starting pass 3/5, pending stocks: 0
{
  "finished": true,
  "total_codes": 5199,
  "done_codes": 5199,
  "remaining_codes": 0,
  "state_file": "quant_data/batch_state/all_a_3y_state.json",
  "last_code": "688656"
}
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Latest Kline Preview · 000001

Visitor Preview
Rows: 805Latest: Jul 17, 2026Date range: Mar 22, 2023 to Jul 17, 2026
dateopenhighlowclosevolume
Jul 1710.7510.8810.7210.78107,549,901
Jul 1610.8510.9310.7210.7780,076,623
Jul 1510.6510.8710.6310.8498,142,155
Jul 1410.5310.710.4810.69119,371,535
Jul 1310.4210.5510.3810.5492,474,624
Jul 1010.510.5110.410.4595,732,035
Jul 910.5510.5910.4310.4974,719,101
Jul 810.4410.6310.3410.695,076,022