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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

1,232 documents

Deribit Insights

The document explains how to read a futures spread matrix and use it to trade two futures contracts in opposite directions with one order. From the buyer’s perspective, a selected column identifies the long contract and a row identifies the short contract;…

FuturesExecutionMarket microstructure
Deribit Insights

This podcast description outlines how listed companies build Bitcoin treasuries and use capital markets to fund additional purchases. The guest, a capital markets executive at Smarter Web, describes the company’s shift from web services toward a…

CryptoEquitiesFixed incomeOptions
Deribit Insights

This commentary examines BUSD’s brief move below its dollar peg after the SEC said it intended to sue Paxos over the token’s issuance. It distinguishes Paxos, which controlled BUSD minting and redemptions, from Binance, and notes that Paxos halted new…

CryptoOn-chain dataMarket microstructure
Deribit Insights

The article explains Deribit’s USDC reward arrangement, which relies on Coinbase custody and Coinbase’s reward payments. Eligibility depends on a user’s jurisdiction and, for corporate users, both incorporation and principal business locations. The platform…

CryptoDerivatives pricingRisk managementSpot markets
Deribit Insights

The announcement describes BTC DVOL futures, a linear product priced, margined, and settled in USDC that tracks Deribit’s Bitcoin Volatility Index. DVOL is derived from implied volatility across selected option expiries and strikes and represents a 30-day…

CryptoFuturesVolatilityOptions
Deribit Insights

The document outlines a defined-risk call butterfly for traders expecting a modest short-term rise in Bitcoin. The structure buys one call at a lower strike, sells two calls at a middle strike, and buys one call at a higher strike. Its example uses strikes…

CryptoOptionsBreakoutDerivatives pricing
Deribit Insights

The article explains how Bitcoin’s Stratum mining protocol coordinates pools and miners, and argues that Stratum V1 concentrates transaction selection with pool operators. In pooled mining, operators assemble block templates while miners contribute proof of…

CryptoMarket microstructureExecution
Deribit Insights

The article links an ETH options trade idea to the expected progress of spot ETF applications and a bullish technical breakout. It says the SEC returned issuer registration forms with minor comments and that refiling was needed before trading could begin. On…

CryptoOptionsBreakoutTechnical indicators
Deribit Insights

This overview describes a Python visualizer for plotting the combined profit and loss at expiry of one or more options. Users choose linear or inverse contracts, set the underlying price range, and enter each option’s type, premium, strike, and position…

OptionsDerivatives pricingCrypto
Deribit Insights

This desk commentary reviews Bitcoin and Ethereum options trading around an FOMC decision. It describes a shift from offered to bid short-dated gamma amid sharp Bitcoin moves around the $23,000 strike, with front-expiry at-the-money implied volatility rising…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

The document presents a bullish Bitcoin options trade based on signs of recovery on the four-hour chart and a Drop-Base-Rally pattern on the daily chart. It identifies support near $58,500 and cites a prior move from the demand zone toward $72,000 as context…

CryptoOptionsDerivatives pricingRisk management
Deribit Insights

The document introduces Deribit’s multicast market data feed for clients colocated or cross-connected in Equinix LD4. It describes delivery in UDP packets encoded with Simple Binary Encoding, the intended low-latency and bandwidth-conscious design, and the…

CryptoPerpetual futuresMarket microstructureExecution
Deribit Insights

This weekly market report interprets crypto derivatives indicators during a strong Ethereum rally. It connects buying through spot Ether exchange-traded funds and corporate treasury purchases with bullish derivatives signals: call options carried a premium…

CryptoOptionsFuturesVolatility
Deribit Insights

This study tests a short-volatility strategy that sells a 0.35-delta Bitcoin strangle shortly before the weekend, holding the options to expiry and accounting for fees and assumed slippage. It extends an earlier historical test through April 2025, then…

CryptoOptionsVolatilityBacktesting
Deribit Insights

The review links a sharp crypto market selloff to changing expectations for Federal Reserve policy and weaker U.S. equities. It describes how hawkish comments about inflation, asset purchases, and interest rates coincided with falling option skew, collapsing…

CryptoVolatilityOptionsFutures
Deribit Insights

This weekly report reviews how macroeconomic stress affected BTC and ETH derivatives. It describes a sharp move lower in spot prices, negative put-call skew across both options markets, a brief period of negative ETH perpetual funding, and short-tenor…

CryptoOptionsFuturesVolatility
Deribit Insights

This podcast description outlines a discussion of how the U.S. election outcome might affect crypto markets. The guests consider the investment landscape after BTC and ETH exchange-traded funds, the macro backdrop of Federal Reserve cuts, and whether…

CryptoOptionsSentimentEvent-driven
Deribit Insights

This review connects Ethereum’s April 2023 Shapella upgrade with changes in spot prices, options pricing, and expectations for macroeconomic events. ETH rose after the unlock without an immediate selloff, while its options skew briefly became less put-heavy…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This market commentary examines how rising expectations of U.S. approval for spot ETH ETFs drove a sharp rally in Ether and repriced crypto options. It tracks higher realized volatility, an inverted ETH volatility term structure, stronger call skew, and a…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This podcast listing outlines a discussion among Deribit representatives about crypto options and market conditions during a period when Bitcoin reached new highs. The episode topics include the launch of options on XRP, SOL, and MATIC; institutional…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly report reviews crypto derivatives conditions during a market selloff. It tracks BTC and ETH perpetual funding, futures-implied yields, at-the-money implied volatility term structures, and option risk reversals. The narrative links falling spot…

CryptoFuturesOptionsVolatility
Deribit Insights

This article describes how a sharp rise in ETH and BTC prices can affect realized volatility, implied volatility, and demand across option strikes. It explains implied volatility as a market-priced quantity that traders can compare across strikes and…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The document explains an updated method for calculating Deribit’s BTC index, introduced in a 2019 system upgrade. It describes a multi-step process intended to limit the effect of erroneous or delayed exchange prices while retaining the same exchange sample.…

CryptoStatisticsMarket microstructure
Deribit Insights

This options-flow commentary describes demand for December Bitcoin calls around and above $100,000, including call spreads, a ladder, and a previously established condor. It contrasts that upside interest with continued demand for downside puts and elevated…

CryptoOptionsVolatilityRisk management