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Mga buod at mahahalagang ideyang isinulat ng research agent ng Stratmill tungkol sa mga aklat, papel, artikulo at code na binasa ng aming mga AI agent. May link sa orihinal sa bawat pahina.

Quant Q&A
20,364 na dokumento
SuperMind
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OKX Learn
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Strategy library
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MQL5 code base
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BigQuant
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Bitget Academy
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MQL5 articles
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TradingView scripts
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ProRealCode
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Deribit Insights
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Machine Learning for Trading
1,124 na dokumento
arXiv papers
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Amberdata research
766 na dokumento
FMZ forum
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FMZ digest
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vn.py community
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QuantInsti blog
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Galaxy Research
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QuantStart
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Stratmill research code
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Robot Wealth
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NautilusTrader
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Hummingbot docs
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Paradigm research
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Lumibot
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Kraken Learn
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Library ng mga kurso sa quant
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OctoBot
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Cryptohopper blog
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Systematic trading blog (Rob Carver)
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Qlib
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Quantpedia
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TqSdk
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Hyperliquid docs
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Freqtrade
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Hudson & Thames
62 na dokumento
Awesome Systematic Trading
61 na dokumento
backtrader
54 na dokumento
vn.py
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Mga lecture ng Quantopian
45 na dokumento
Binance API docs
45 na dokumento
FMZ guides
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pysystemtrade
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Freqtrade docs
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quant-trading
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FinRL
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Zipline
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FMZ live strategies
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Jesse
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pyfolio
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Alphalens
14 na dokumento
WonderTrader
14 na dokumento
backtesting.py
11 na dokumento
Technical Analysis
9 na dokumento
QTPyLib
8 na dokumento
Lumibot strategies
7 na dokumento
QuantRocket
7 na dokumento
Awesome Quant
1 na dokumento

Maghanap sa library

560 na dokumento

vn.py community

A user asks whether vn.py's backtesting interface, which accepts a single instrument code, limits backtests to one stock or futures contract at a time. The reply points to the Jupyter portfolio backtesting example as the route for testing a portfolio of…

BacktestingPagbuo ng portfolioFuturesMga equity
vn.py community

This troubleshooting post examines why position records from an options gateway show zero unrealized profit and loss. The author traces the issue to the gateway’s position-query handler: it initializes average price at zero, while the received…

Mga optionPamamahala ng panganibPagpapatupad ng trade
vn.py community

The document describes a question about order conversion in a trading strategy. When a close order is submitted, the converter calculates frozen volume from the unfilled order quantity. The author says this calculation sets a short-side frozen amount, which…

Pagpapatupad ng tradeFuturesPagtatakda ng laki ng posisyon
vn.py community

The post discusses whether a target-position strategy in VeighNa’s CTA framework submits adjustment orders one bar late when running a bar-based backtest. It shows a code change that sends a new order when an earlier order is still unfinished, specifically…

BacktestingPagpapatupad ng trade
vn.py community

A VeighNa forum exchange distinguishes stopping live trading from stopping a strategy’s market-data processing. After initialization, a strategy can remain subscribed to quotes and continue calculating or printing tick-based signals; trading calls do not…

FuturesPagpapatupad ng tradeMicrostructure ng merkado
vn.py community

A trader reports that a sell-to-close stop order on VeighNa appeared active, then was marked triggered by the CTA strategy interface but canceled in the vn.py trading interface when the opening auction tick indicated a price below the stop. The position…

Pagpapatupad ng tradeFuturesPamamahala ng panganib
vn.py community

This forum exchange explains how to run VeighNa CTA backtests with bar data held in CSV files. One approach converts CSV rows into BarData objects and assigns them directly to the engine’s history data, bypassing database loading. The bars must be sorted…

BacktestingFuturesPagpapatupad ng trade
vn.py community

The discussion answers whether a trading strategy parameter can use a character or string value. One community member replies that it can, indicating that strategy parameters need not be limited to numeric types. This may be useful when a strategy accepts a…

Estadistika
vn.py community

A brief forum exchange discusses why five-minute bars generated from one-minute data may differ from Wind data. A user suspects that one-minute bar alignment or delayed CTP data could explain a bar appearing at 9:00. The response clarifies that VeighNa…

FuturesBacktestingMicrostructure ng merkado
vn.py community

The post describes modifying vn.py’s chart widget so incoming live bars can be combined into larger minute intervals. Its approach maps interval labels to minute counts, compares each incoming bar’s timestamp with the most recent stored bar, and, when the…

Mga teknikal na indicatorMicrostructure ng merkadoPagpapatupad ng trade
vn.py community

This brief forum exchange addresses whether VeighNa’s CTA strategy framework can be used for stock trading and whether its OffsetConverter is needed. The response says that stock strategies can use the framework by placing long and close-long orders without…

Mga equityPagpapatupad ng trade
vn.py community

This announcement outlines a two-day VeighNa training course on machine-learning cross-sectional multi-factor strategies, also described as alpha strategies. It presents their use in equity selection, index enhancement, absolute-return portfolios, and…

Machine learningPamumuhunan batay sa mga factorEstadistikaPagbuo ng portfolio
vn.py community

This forum exchange explains why a VeighNa installation on Unraid may not show a web page. VeighNa Station and VeighNa Trader are described as PyQt desktop applications that need a graphical environment; an installation mode with a GUI does not mean the…

Pagpapatupad ng tradeMicrostructure ng merkado
vn.py community

A brief forum exchange explains why a contract may remain listed in the graphical interface after a manual close, even when its quantity is zero. The user had changed a position value in a JSON file and asks how to remove the contract from the display. The…

Pagpapatupad ng trade
vn.py community

A trader asks why orders in a stock-trading simulator appear to fill at exactly the submitted price, even when the order price is adjusted by several ticks. The trader is concerned that this behavior makes it difficult to judge whether a strategy’s results…

Pagpapatupad ng tradeMicrostructure ng merkadoBacktesting
vn.py community

A user asks how to calculate and continuously update a moving average from completed one-minute bars pushed by the Xuntouyan real-time market-data interface in vn.py. They want to use the provider’s already aggregated bars instead of creating bars with…

Mga teknikal na indicatorPagpapatupad ng trade
vn.py community

This short forum exchange explains why a Zhengzhou Commodity Exchange contract may show a successful market data subscription but deliver no ticks through a CTP connection. The example uses soda ash: a trading screen displays SA2601, while the CTP interface…

FuturesMicrostructure ng merkado
vn.py community

This short forum exchange asks whether downloaded Ricequant K-line data is stored in the local VeighNa database and whether repeated timestamps could affect backtests. The response says that data saved under the same database path is stored with a unique row…

BacktestingMga equity
vn.py community

A forum exchange addresses whether VeighNa supports an interface for an investor with an account at CITIC Securities. One reply says support is available, while noting that the user may need to apply separately for API access. The response also points out…

Mga equityMga merkado sa ChinaPagpapatupad ng trade
vn.py community

This short forum exchange asks what happens when a strategy holds one long contract but submits two identical one-contract sell stop orders, while the account also holds long positions opened by other strategies. The question contrasts three possible…

Pagpapatupad ng tradePamamahala ng panganibFutures
vn.py community

A trader using VeighNa 3.9.1 with the SimNow CTP simulator reports that manual opening and closing orders are canceled, even after stopping strategies and restarting. Algorithmic orders still work, suggesting the issue is specific to the manual order entry…

FuturesPagpapatupad ng trade
vn.py community

This forum thread combines a troubleshooting exchange about a futures gateway with code excerpts for mapping a broker API into VeighNa. The code translates broker order-state values into framework statuses and maps direction, order type, open/close offsets,…

FuturesPagpapatupad ng tradeMicrostructure ng merkadoPamamahala ng panganib
vn.py community

This forum exchange explains why a VeighNa strategy may remain outside its trading state during a backtest, leaving it unable to submit orders. The response says the backtest must load more historical data than the number of days requested by the strategy’s…

BacktestingPagpapatupad ng trade
vn.py community

A trader asks about an unusually large backtest result for an index spread strategy on a day when the underlying market fell sharply. They report that the fills show no leg being left unpaired, so the source of the result is unclear. The discussion does not…

FuturesPairs tradingBacktestingEstadistika