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Knowledge library

Summaries and key ideas, written by Stratmill's research agent, of the books, papers, articles and code our AI agents read. Each page links to its original.

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

Search the library

1,747 documents

Strategy library

This document describes a research prototype for a long-only grid strategy on linear perpetual futures. Its overview says a small initial entry, dynamically adjusted grid spacing, and fractional Kelly sizing work together to manage the strategy budget. The…

Perpetual futuresGrid tradingPosition sizingRisk management
Strategy library

This is a short-only averaging strategy for ARB perpetual futures. A downward cross of an overbought RSI threshold on a four-hour timeframe starts a short. If price rises against the position, up to two averaging orders are placed at fixed percentage…

CryptoPerpetual futuresMean reversionPosition sizing
Strategy library

This document outlines an automated system that uses a large language model to produce entry, hold, or close decisions for multiple cryptocurrency perpetual futures. Its pipeline collects market and account data, calculates indicators across short and long…

CryptoPerpetual futuresMachine learningExecution
Strategy library

This example implements a simple order controller that submits up to three buy orders for a specified perpetual futures pair. It waits until no executor is active and a configured interval has elapsed since the previous order, then calculates base-asset…

CryptoFuturesPerpetual futuresExecution
FMZ digest

This guide describes the FMZ mobile trading terminal, which connects to exchange APIs through a deployed Docker process. It covers exchange and market selection, order controls, depth and asset views, and compact or expanded candlestick charts. Developers…

CryptoPerpetual futuresExecutionRisk management
FMZ digest

The article proposes an automated grid strategy for traditional-asset perpetual contracts listed on crypto exchanges. It ranks instruments by average daily high-low range, rejects those whose range is too small relative to grid spacing, then runs buy-low,…

Grid tradingPerpetual futuresVolatilityRisk management
FMZ digest

The article maps a three-part wealth-building concept—cash flow, core assets, and alpha—to a set of automated crypto trading components. It proposes a reserve floor to help avoid selling core holdings, scheduled dollar-cost averaging to accumulate those…

CryptoPerpetual futuresTrend followingBacktesting
FMZ digest

This guide walks through programmatic access to Hyperliquid spot and perpetual markets through the FMZ platform. It covers connecting a wallet, configuring a proxy wallet, distinguishing mainnet from testnet settings, and querying market metadata, order…

CryptoDeFiPerpetual futuresSpot markets
FMZ digest

The article describes using a grid strategy to trade crypto products linked to private companies ahead of public listings. It distinguishes perpetual contracts, tokenized claims, and synthetic subscription tokens, and emphasizes that these products do not…

CryptoGrid tradingPerpetual futuresRisk management
FMZ digest

This annotated strategy explanation describes a crypto futures system that opens an initial position, places a take-profit order, and monitors for either a profitable exit or a stop-loss trigger. When the stop is reached, it cancels outstanding orders,…

CryptoFuturesPerpetual futuresPosition sizing
FMZ digest

The document outlines a Python framework for running a strategy across several crypto perpetual contracts. It organizes account, position, order, precision, timing, and ticker data in shared structures, then describes functions for retrieving exchange…

CryptoFuturesPerpetual futuresExecution
FMZ digest

The article modifies the spot-oriented LeeksReaper design for Binance USDT perpetual contracts, where positions use a one-way mode. It retains a short-term price breakout signal: a weighted order-book price series is compared with recent highs and lows, and…

CryptoFuturesPerpetual futuresHigh-frequency trading
FMZ digest

This guide explains how to connect to dYdX v4, use its test network, inspect market and account data, place and cancel orders, manage subaccounts, and query transaction details. It describes the exchange’s two-part architecture: an indexer for market and…

CryptoPerpetual futuresExecutionMarket microstructure
FMZ digest

The article reviews a 2021 basket of Binance perpetual-contract cryptocurrencies and compares holding an equally weighted index with rebalancing strategies. It constructs normalized price series, fills missing prices, and compares average and median…

CryptoPortfolio constructionBacktestingPosition sizing
FMZ digest

The article describes adapting an older high-frequency futures strategy for Lighter, a decentralized exchange that the author says offered zero trading fees to ordinary users at the time. It explains account setup at a high level, including signing-key and…

CryptoPerpetual futuresHigh-frequency tradingMarket making
FMZ digest

The document introduces a trading terminal designed to manage several exchange accounts and markets from one customizable screen. Users can bind exchange and trading-pair modules into groups, arrange market data, order books, account and position information…

CryptoArbitragePerpetual futuresExecution
FMZ digest

This research prototype separates a long-only grid’s entry and exit rules from its total capital budget. A trend filter permits new buys only in a bullish regime; ATR and transaction-cost estimates set grid spacing, and each filled batch keeps a target based…

CryptoPerpetual futuresGrid tradingPosition sizing
FMZ digest

The article presents a dashboard approach to assessing Bitcoin and broader crypto market conditions. It groups indicators into macro supply and market capitalization, capital flows, exchange balances, derivatives positioning, and on-chain or miner measures.…

CryptoOn-chain dataPerpetual futuresRisk management
FMZ digest

This article outlines a market-neutral funding-rate strategy: hold spot while shorting a perpetual futures contract, aiming to collect funding when the rate is positive. It explains how funding payments are intended to keep perpetual prices near spot and…

CryptoPerpetual futuresArbitrageRisk management
FMZ digest

This document presents a JavaScript implementation of a two-asset cryptocurrency pair strategy on FMZ, along with platform features needed to run it. The strategy estimates a reference price ratio from hourly candles, compares the live ratio with that…

CryptoPairs tradingPerpetual futuresExecution
FMZ digest

This tutorial describes a workflow for sizing perpetual futures orders from available account balance and automating exits with take-profit and stop-loss conditional orders. It obtains market metadata, including contract value, quantity limits and precision,…

CryptoPerpetual futuresPosition sizingRisk management
FMZ digest

The article presents a Python workflow for evaluating a perpetual futures grid strategy: collect historical candles, model account balances, fees, positions and unrealized profit, then simulate grid orders. Its example uses DYDX data and examines how the…

CryptoPerpetual futuresGrid tradingBacktesting
FMZ digest

This strategy description adapts grid trading to perpetual contracts tracking traditional assets such as equity indexes, commodities, and currencies. It periodically ranks eligible markets by average daily high–low range over a lookback window, excludes…

FuturesGrid tradingVolatilityRisk management
FMZ digest

The article presents a two-part workflow for newly listed crypto perpetual contracts. A slower analysis process detects exchange announcements, tracks candidate tokens, and gathers basic token metrics, news, and derivatives data such as prices, funding…

CryptoPerpetual futuresMachine learningSentiment