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Library ng kaalaman

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
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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
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arXiv papers
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Amberdata research
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FMZ forum
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FMZ digest
662 na dokumento
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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TqSdk
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Quantpedia
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Hyperliquid docs
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Freqtrade
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Hudson & Thames
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Awesome Systematic Trading
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backtrader
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vn.py
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Binance API docs
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Mga lecture ng Quantopian
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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
QuantRocket
7 na dokumento
Lumibot strategies
7 na dokumento
Awesome Quant
1 na dokumento

Maghanap sa library

191 na dokumento

NautilusTrader

This guide explains how to implement a custom live adapter for a trading platform using Python clients and optional Rust/PyO3 extensions. It covers data and execution client roles, factory registration, adapter-specific configuration, serialization, startup,…

Pagpapatupad ng tradeMicrostructure ng merkadoPamamahala ng panganib
NautilusTrader

This document explains how fill models shape simulated execution in NautilusTrader. With L2 or L3 data, fills use recorded price levels and sizes; with L1 data, configurable probabilities can govern fills when limit prices are touched and adverse one-tick…

BacktestingPagpapatupad ng tradeMicrostructure ng merkadoPamamahala ng panganib
NautilusTrader

A market-to-limit order begins by taking liquidity like a market order. After its first execution, any remaining quantity becomes a limit order at the price of that fill. This lets a trader pursue an immediate fill while preventing the remainder from…

Pagpapatupad ng tradeMicrostructure ng merkadoForex
NautilusTrader

The document proposes screening Chinese stocks in the metaverse theme by recent trading activity and company size, then adds a net-profit growth condition. Its final stated rules require the prior day’s turnover to exceed 8%, market capitalization to be at…

Mga equityMga merkado sa ChinaMomentumPamumuhunan batay sa mga factor
NautilusTrader

This guide explains how historical data drives a backtest and how venue book configuration affects simulated matching. It ranks inputs by detail: market-by-order depth, market-by-price depth, top-of-book quotes, trade ticks, and interval bars. More detailed…

BacktestingPagpapatupad ng tradeMicrostructure ng merkado
NautilusTrader

This guide explains how a local order emulator provides stop, touched, trailing, and limit order behavior when a venue does not support those order types. Traders select quotes or trades as the trigger data; when the condition is met, the emulator converts…

Pagpapatupad ng tradeMicrostructure ng merkadoPamamahala ng panganib
NautilusTrader

This plotting script illustrates a composite quoting framework for NVDA equity-linked perpetual trading. It uses an external equity mid-price as a directional signal and the perpetual market mid-price as the quote anchor. The quote center shifts with the…

Mga equityPerpetual futuresMarket makingPagpapatupad ng trade
NautilusTrader

This example configures a live data node to connect to Bybit’s mainnet for linear products and stream data for a BTCUSDT instrument. A built-in data-testing actor subscribes to quotes, trades, mark prices, index prices, and funding rates, while managing the…

CryptoPerpetual futuresMicrostructure ng merkadoPagpapatupad ng trade
NautilusTrader

This Python example configures a built-in execution-testing strategy for an OKX ETH-USDT swap account. It connects live market-data and execution clients, subscribes to quotes and trades, and can open a minimum-size position with an IOC order. The strategy…

Pagpapatupad ng tradeMicrostructure ng merkadoCryptoPerpetual futures
NautilusTrader

This reference maps selected runtime behaviors to implementation locations and representative Rust tests. It covers how a live execution manager handles orders that remain unacknowledged after retries, when unresolved submissions may be retained, and how…

Pagpapatupad ng tradePamamahala ng panganibMicrostructure ng merkado
NautilusTrader

This design document sets out policies for building a trading system around data integrity, controlled failure, and verifiable behavior. It prioritizes reliability, then performance, modularity, testability, maintainability, and deployability. Invalid…

Pamamahala ng panganibPagpapatupad ng tradeBacktestingMicrostructure ng merkado
NautilusTrader

This tutorial demonstrates replaying Bybit’s depth-500 order book deltas in a NautilusTrader backtest. It loads a daily archive or a small sample, converts the records into instrument-specific order book events, writes them to a Parquet catalog, and…

CryptoMicrostructure ng merkadoPagpapatupad ng tradeBacktesting
NautilusTrader

This technical guide explains how NautilusTrader connects to Polymarket’s central limit order book for binary outcome tokens. It outlines market data and execution components, wallet signature types, pUSD collateral, allowance setup, session keys, and…

CryptoMga optionPagpapatupad ng tradeMicrostructure ng merkado
NautilusTrader

This reference explains how a crypto perpetual futures instrument is represented in a trading system. A perpetual swap has no expiration and tracks a crypto asset, while its metadata records identifiers, base, quote, and settlement currencies, inverse…

CryptoPerpetual futuresPagpepresyo ng derivativesPagpapatupad ng trade
NautilusTrader

This example demonstrates how signal delivery behaves when an actor publishes another signal from inside its own signal callback. A backtest engine runs a publishing actor, an optional second subscriber, and an initial publisher. The first actor prints…

BacktestingPagpapatupad ng trade
NautilusTrader

A trailing stop-limit order moves its stop trigger with favorable price changes, maintaining a set offset from a chosen market reference. Once triggered, it releases a limit order; the limit price can also adjust with the market before activation. The…

ForexPagpapatupad ng tradePamamahala ng panganib
NautilusTrader

The document explains how a continuous futures series joins expiring contracts by applying cumulative price adjustments at caller-supplied roll transitions. It compares backward and forward additive spread adjustments with multiplicative ratio adjustments,…

FuturesBacktestingMicrostructure ng merkado
NautilusTrader

This reference explains how a spot commodity instrument is represented in a trading system, using examples such as gold and silver. It distinguishes cash commodity markets from dated futures contracts and lists the instrument fields needed to describe price…

Mga kalakalMga spot marketFutures
NautilusTrader

This reference explains a data structure for representing a self-contained order book snapshot with variable numbers of bid and ask levels. Each side stores orders and a corresponding count for every level, alongside the instrument identifier, event flags,…

Microstructure ng merkadoPagpapatupad ng tradeCryptoFutures
NautilusTrader

This document explains a data model for reference indexes such as equity benchmarks and volatility indexes. An index instrument stores identifiers, its native symbol, quote currency, price and size precision, valid increments, timestamps, and optional…

Maraming assetFuturesMga optionMicrostructure ng merkado
NautilusTrader

A market-if-touched order waits for a specified trigger price, then submits a market order. Traders may use it to enter after a pullback or to exit a position when a target is reached. The order direction is typically opposite that of a stop trigger: for…

FuturesPagpapatupad ng tradeMicrostructure ng merkado
NautilusTrader

This document explains the event emitted when a fill establishes a position and the opening state it makes available to a strategy handler. The event captures the entry order side, current position direction, signed and open quantities, details of the…

Pagpapatupad ng tradePamamahala ng panganib
NautilusTrader

This tutorial demonstrates a simulated USD/JPY strategy that compares 10-period and 20-period exponential moving averages on internally aggregated five-minute bid bars. A cross upward closes shorts and opens a long; a cross downward closes longs and opens a…

ForexBacktestingPagsunod sa trendPagpapatupad ng trade
NautilusTrader

The document gives a brief description of the i_Trend indicator, which represents trend conditions as a colored cloud. Cloud color signals the indicated trend direction, while cloud width is presented as a measure of trend strength. The text also notes that…

Mga teknikal na indicatorPagsunod sa trend