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

Research Data Snapshot

Stocks in universe5,204
Kline files5,212
Valuation files5,212
Latest inference dateMay 18, 2026
Top saved features20

Pipeline State

Live

aistockcn-full-market-3y-20260519T100825Z

Universe Progress

80.2%

4,171/5,204 done

Data Coverage

5,212

3.4 GB local store

Active Signals

5,166

Latest date May 18, 2026

Model Health

0.594

Latest saved training metadata

Pipeline Telemetry

Live
Last state update: May 19, 2026, 20:06Last code: 603370Remaining: 1,033Log source: docker
603365 completed, note: reference_cache_stale_until:2026-05-13
[pass 1 4167/5204] Downloading 603366, attempt 1/6
603366 completed, note: reference_cache_stale_until:2026-05-13
[pass 1 4168/5204] Downloading 603367, attempt 1/6
603367 completed, note: reference_cache_stale_until:2026-05-13
[pass 1 4169/5204] Downloading 603368, attempt 1/6
603368 completed, note: reference_cache_stale_until:2026-05-13
[pass 1 4170/5204] Downloading 603369, attempt 1/6
603369 completed, note: reference_cache_stale_until:2026-05-13
[pass 1 4171/5204] Downloading 603370, attempt 1/6
603370 completed, note: reference_cache_stale_until:2026-05-13
[pass 1 4172/5204] Downloading 603373, attempt 1/6

Latest Kline Preview · 000001

Visitor Preview
Rows: 87Latest: May 19, 2026Date range: Jan 5, 2026 to May 19, 2026
datecodeexchangeopenhighlowclosevolume
May 19, 2026, 08:00000001sz10.8310.9210.8310.8679,352,913
May 18, 2026, 08:00000001sz10.9610.9710.8210.8685,638,157
May 15, 2026, 08:00000001sz11.0511.1110.9610.9997,474,176
May 14, 2026, 08:00000001sz11.1411.1511.0511.0579,436,841
May 13, 2026, 08:00000001sz11.2511.2811.1111.14101,797,392
May 12, 2026, 08:00000001sz11.2811.3611.2111.25102,903,842
May 11, 2026, 08:00000001sz11.2911.3111.1611.2893,186,521
May 8, 2026, 08:00000001sz11.3411.4211.311.379,881,986