跳至內容

知識圖書館

這裡收錄 Stratmill 研究代理對 AI 代理閱讀過的書籍、論文、文章與程式碼所寫的摘要與核心觀點。每個頁面都連結至原始資料。

Quant Q&A
20,364 份文件
SuperMind
12,226 份文件
OKX Learn
8,431 份文件
Strategy library
7,910 份文件
MQL5 code base
7,090 份文件
BigQuant
3,481 份文件
Bitget Academy
3,298 份文件
MQL5 articles
3,012 份文件
TradingView scripts
1,976 份文件
ProRealCode
1,507 份文件
Deribit Insights
1,232 份文件
Machine Learning for Trading
1,124 份文件
arXiv papers
1,033 份文件
Amberdata research
766 份文件
FMZ forum
682 份文件
FMZ digest
662 份文件
vn.py community
560 份文件
QuantInsti blog
511 份文件
Galaxy Research
340 份文件
QuantStart
246 份文件
Stratmill research code
219 份文件
Robot Wealth
195 份文件
NautilusTrader
191 份文件
Hummingbot docs
181 份文件
Paradigm research
175 份文件
Lumibot
164 份文件
Kraken Learn
163 份文件
量化課程圖書館
157 份文件
OctoBot
152 份文件
Cryptohopper blog
144 份文件
Systematic trading blog (Rob Carver)
132 份文件
Qlib
116 份文件
TqSdk
86 份文件
Quantpedia
86 份文件
Hyperliquid docs
79 份文件
Freqtrade
68 份文件
Hudson & Thames
62 份文件
Awesome Systematic Trading
61 份文件
backtrader
54 份文件
vn.py
50 份文件
Quantopian 講座
45 份文件
Binance API docs
45 份文件
FMZ guides
38 份文件
pysystemtrade
34 份文件
Freqtrade docs
32 份文件
quant-trading
31 份文件
FinRL
28 份文件
Zipline
22 份文件
FMZ live strategies
21 份文件
Jesse
17 份文件
pyfolio
16 份文件
Alphalens
14 份文件
WonderTrader
14 份文件
backtesting.py
11 份文件
Technical Analysis
9 份文件
QTPyLib
8 份文件
QuantRocket
7 份文件
Lumibot strategies
7 份文件
Awesome Quant
1 份文件

搜尋圖書館

560 份文件

vn.py community

A VeighNa community thread addresses why the official spread backtesting example cannot read data even though the same data source works in CTA backtesting. The response explains that spread-trading backtests require their own prepared dataset: data must…

回測配對交易期貨
vn.py community

This forum thread discusses installing vn.py on an Apple Silicon Mac, with a particular focus on launching its CTP gateway. Participants point to the gateway project's installation guidance and identify Python environment conflicts as one possible cause. One…

股票交易執行中國市場
vn.py community

The document explains a futures workflow that separates continuous, adjusted data used to generate signals from actual contract prices used for trading. Adjusted front-month continuous prices can make historical trends and indicators more consistent across…

期貨回測交易執行技術指標
vn.py community

This forum exchange addresses a VeighNa startup message saying that a data service module cannot be loaded, despite the user having installed VeighNa Station and the CTP package. A respondent attributes the message to an incorrect data feed name, then…

期貨交易執行
vn.py community

This forum exchange explains how to guide an AI assistant when generating VeighNa CTA strategy code. It recommends supplying a focused set of references instead of the entire codebase: the CTA base class, the ArrayManager indicator API, and one or two…

機器學習技術指標交易執行
vn.py community

A VeighNa community exchange answers whether the `self.sync_data()` method is available in version 2.5.7 spread-trading strategies. A user reports that the method works in CTA strategies but raises an error when called from a spread strategy while attempting…

配對交易交易執行市場微結構統計
vn.py community

The forum post addresses why the Average True Range calculated in VeighNa may differ substantially from the value shown in TradingView. It proposes checking several potential causes: differences in the ATR formula or smoothing method, discrepancies in the…

技術指標波動率統計
vn.py community

The post explains how a vn.py strategy can retrieve account positions and active orders through the main engine. It identifies the returned objects as position and order records, with fields such as instrument, direction, quantity, average price, profit and…

交易執行風險管理期貨
vn.py community

The article recommends cleaning tick data before using it in strategy research or backtests, since duplicate records, implausible prices, out-of-order timestamps, and missing fields can distort results. Its example workflow sorts records by timestamp,…

市場微結構回測統計
vn.py community

This forum exchange discusses what happens to a futures strategy when it rolls from one lead contract to the next, especially when the contracts have a price gap. The reply explains that rolling changes the contract used by the strategy. During…

期貨風險管理回測
vn.py community

This brief forum exchange describes a live-trading problem: a VeighNa strategy initializes and starts, market data appears connected, and its entry condition is met, yet it sends no order. The author reports that the same strategy behaves as expected in…

交易執行回測
vn.py community

This VeighNa community contribution describes additions to a backtesting statistics engine for evaluating strategies with regressed annual return (RAR), R-Cubed, and Robust Sharpe. RAR is calculated by regressing cumulative returns across time intervals and…

回測統計風險管理
vn.py community

This short forum exchange addresses why a VeighNa Trader installation may show account and login information while its market-data area remains blank. The user reports that both trading and market-data servers connected successfully, but other panels did not…

交易執行
vn.py community

A forum participant asks whether a CTA approach fits trading futures and options from indicators while seeking to hedge positions. The response points to a portfolio strategy module for developing strategies that trade multiple contracts. This suggests…

期貨選擇權投資組合建構
vn.py community

This short VeighNa community exchange answers a practical question about downloading one-minute data for all listed and expired options on several Chinese stock indexes. A user asks whether entering a family code can retrieve every contract at once; the…

選擇權中國市場
vn.py community

A VeighNa community exchange distinguishes the roles of two option modules in version 3.9.3. It describes the open-source OptionMaster as intended for semi-automatic volatility trading, while the Elite edition's OptionStrategy module is designed for fully…

選擇權波動率
vn.py community

This forum reply describes a sequence for connecting VeighNa 4.3.0 to the SimNow futures environment when login error 4097 appears. It advises selecting CTP rather than the CTP test option in the station, then entering the SimNow account credentials and…

期貨交易執行
vn.py community

A VeighNa community thread discusses a CTP connection setup where the interface’s lower-left log showed no activity despite configuration checks and tests on two computers. One user reports resolving the issue by running the Station update check and applying…

期貨交易執行市場微結構
vn.py community

The document describes a local data-loading problem in VeighNa: a Jupyter Notebook backtesting example reports that historical data loading has completed but contains zero records. The proposed fix is to run Jupyter Notebook from the CTA backtesting example…

回測
vn.py community

The article explains a WebSocket subscription workflow for delivering minute-level Chinese A-share market data to a VN.PY strategy. It contrasts a persistent server-push connection with repeated HTTP polling, then outlines connecting to a data source,…

股票中國市場交易執行市場微結構
vn.py community

This example configures a futures backtest in vn.py with one-minute data, a defined date range, trading costs, contract settings, and an ATR-RSI strategy. It then uses the engine’s optimization setting to search over RSI length and entry parameters,…

期貨回測技術指標
vn.py community

This code walkthrough explains how a Dual Thrust strategy tracks each day’s opening price, high, and low. When a bar’s date differs from the prior bar’s date, it uses the accumulated previous-day range to set long and short entry levels around the new day’s…

突破期貨技術指標交易執行
vn.py community

This brief forum exchange addresses a live-trading timestamp anomaly in which a morning tick appears to be assigned a late-night time. The response points to bar construction rather than necessarily a timezone conversion problem: the bar synthesizer uses the…

市場微結構交易執行
vn.py community

This short forum exchange asks how to change a running strategy’s parameter without stopping it. The example is a strategy operating without a user interface that has a close flag initially disabled; another program would set the flag so the strategy can…

交易執行風險管理