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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
WonderTrader
14 documents
Alphalens
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

Amberdata research

This market snapshot combines price action with ETF and stablecoin flows, derivatives positioning, funding rates, open interest, orderbook depth, spreads, and volatility. It interprets the period as consolidation: Bitcoin and Ether held up better than…

CryptoPerpetual futuresArbitrageMarket microstructure
Hummingbot docs

This developer guide lists the exchange interfaces needed to build spot and perpetual connectors for a trading client. Core REST functions include retrieving trading rules, checking service status, reading open orders and balances, and creating orders;…

ExecutionMarket microstructurePerpetual futuresSpot markets
FMZ forum

This note collects operational details for trading BitZ contracts through its API, including contract identification, contract types, leverage behavior, margin modes, and closing orders. It distinguishes linear contracts from inverse contracts, noting that…

CryptoFuturesPerpetual futuresExecution
NautilusTrader

This guide explains how a simulated venue handles perpetual funding and account configuration during a backtest. Funding-rate updates supply the latest rate; when a funding boundary is known, the backtest clock creates a settlement at that time. Without an…

Perpetual futuresRisk managementBacktestingDerivatives pricing
Kraken Learn

The document describes a delta-neutral crypto strategy that pairs long spot holdings with an equal-notional short perpetual futures position. The matched positions are intended to offset broad price moves, leaving funding payments as the main source of…

CryptoArbitragePerpetual futuresSpot markets
Hyperliquid docs

The document explains how HyperEVM and HyperCore relate within the Hyperliquid blockchain. HyperEVM shares HyperBFT consensus with HyperCore, allowing applications on the EVM environment to interact with HyperCore’s spot and perpetual order books. The stated…

CryptoSpot marketsPerpetual futuresDeFi
Hyperliquid docs

This documentation note outlines basic trading parameters for Hyperliquid perpetual markets. It says the venue supports more than one hundred assets, with additions guided by community input and a longer-term aim of permissionless listings. Maximum leverage…

CryptoPerpetual futuresRisk management
FMZ forum

The document explains funding payments as a mechanism used by perpetual futures to help keep contract prices anchored to spot when there is no expiry and settlement. It describes the usual payment direction: when funding is positive, longs pay shorts; when…

CryptoArbitragePerpetual futuresSpot markets
FMZ live strategies

This live-account listing describes a grid strategy operating on the BNB USDT perpetual contract using a 30-minute candle period. It shows a long position and reports account balances, returns, drawdown figures, liquidation estimates, trade activity, and an…

CryptoPerpetual futuresGrid tradingRisk management
NautilusTrader

This example describes a live quoting strategy for the same crypto asset on OKX spot and perpetual swap markets. On startup it buys a small spot position, subscribes to quotes for both instruments, and places post-only bid and ask limit orders at…

CryptoSpot marketsPerpetual futuresMarket making
Hyperliquid docs

This legacy guide describes how leaders create and operate Hyperliquid vaults. Leaders receive a stated share of vault profits, while creation requires a minimum deposit and a gas fee. The leader must retain a minimum ownership share. The guide says vault…

Perpetual futuresRisk managementExecution
Amberdata research

The report reviews a week of crypto market weakness and looks for signs that forced selling may be easing. It combines spot prices, trading volume, realized volatility, open interest, funding, ETF and stablecoin flows, order book depth, and DeFi lending…

CryptoVolatilityMarket microstructurePerpetual futures
Amberdata research

This guide describes strategies that seek to collect funding payments in cryptocurrency perpetual futures while reducing exposure to price moves. A common setup pairs a short perpetual position when funding is positive with a spot holding as a hedge. It also…

CryptoArbitragePerpetual futuresSpot markets
Amberdata research

This podcast overview describes Vertex, a decentralized trading platform that combines spot and perpetual markets with an integrated lending market. Its design pairs a central limit order book with an automated market maker, while shared collateral lets…

CryptoPerpetual futuresMarket makingRisk management
Kraken Learn

This guide compares privately negotiated crypto forwards with standardized futures traded on exchanges. Forwards allow counterparties to choose contract terms and typically settle at maturity, but depend on the other party to honor the agreement and can be…

CryptoFuturesDerivatives pricingRisk management
Amberdata research

This overview explains several measures used to monitor exposure in crypto derivatives. Funding rates transfer payments between long and short perpetual futures positions and help keep contract prices aligned with spot; persistent or elevated payments can…

CryptoPerpetual futuresOptionsRisk management
Amberdata research

This weekly digital asset snapshot combines price and volatility changes with derivatives positioning, institutional flows, orderbook depth, and DeFi credit conditions. It reads falling prices alongside rising open interest and expanded long positioning as a…

CryptoPerpetual futuresMarket microstructureVolatility
Amberdata research

This podcast recap describes Lewis Fellas’s views on digital asset management and crypto derivatives, drawing on experience in traditional finance, proprietary trading, and hedge funds. It discusses segmenting investment products by whether clients seek…

CryptoOptionsFuturesPerpetual futures
Kraken Learn

This article compares cryptocurrency exchange costs and features, explaining that the headline trading rate is only one part of a trader’s total expense. Platforms may charge flat rates or use maker-taker schedules that vary with trading volume; deposits,…

CryptoExecutionMarket microstructurePerpetual futures
Lumibot

The document explains Lumibot’s WEEX connection through its shared CCXT broker. The path is described as spot-oriented and auto-detected, with authentication requiring an API key, secret, and passphrase. It also states that WEEX does not offer a conventional…

CryptoSpot marketsPerpetual futuresExecution
NautilusTrader

This document explains how a trading adapter connects to dYdX v4, a Cosmos-based exchange where order matching occurs on-chain. It describes the separate read paths through the Indexer’s HTTP and WebSocket APIs and the write path through validator gRPC,…

CryptoPerpetual futuresExecutionMarket microstructure
FMZ forum

The author discusses practical issues in compounding returns from perpetual-futures funding-rate strategies. They describe high taker fees and possible price slippage during hedging, the need to correctly complete a partially executed leg, and a profit…

CryptoPerpetual futuresRisk managementExecution
NautilusTrader

A Limit-If-Touched order waits for a specified trigger price, then releases a limit order at a separate specified price. This lets a trader delay placing a price-protected order until the market reaches a chosen level. The example uses a buy order on a…

ExecutionMarket microstructurePerpetual futures
Hyperliquid docs

The document explains Hyperliquid portfolio margin, which combines eligible spot collateral and cross-margin perpetual positions in one account. HYPE and BTC collateral support borrowing in USDC according to asset-specific loan-to-value ratios. Borrowing…

CryptoPerpetual futuresSpot marketsDerivatives pricing