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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
Quantpedia
86 documents
TqSdk
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
Quantopian lectures
45 documents
Binance API docs
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

This educational article explains how to seek exposure to volatility while limiting directional exposure. It compares long and short straddles, which combine a call and put at the same strike, with strangles, which use out-of-the-money strikes. Long…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This desk commentary analyzes a large Ethereum call calendar spread involving March and June expiries. The apparent structure bought March calls at two nearby strikes and sold June calls at one of those strikes. The author estimates that, if these trades…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly options-flow commentary describes trading around Bitcoin’s February 2021 market, focusing on calls near the 40,000 strike, implied volatility, and the response to an institutional Bitcoin conference. Early in the week, a persistent seller of…

CryptoOptionsVolatilitySentiment
Deribit Insights

This weekly market recap compares BTC and ETH sentiment using perpetual swap funding, futures prices relative to spot, and options volatility and skew. It finds BTC somewhat stronger in futures and perpetual markets: funding stayed mostly positive and…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This document explains Deribit’s approach to publishing proof of reserves and customer liabilities. It describes a modified Maxwell-style method that uses a binary Merkle tree of cryptographic customer balance entries, with alterations intended to protect…

CryptoDerivatives pricingRisk managementStatistics
Deribit Insights

This weekly market report describes a sharp correction in Bitcoin and Ethereum and examines how derivatives prices reflect bearish positioning. It highlights short-dated futures trading below spot, persistently negative perpetual swap funding, and options…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This weekly report interprets crypto derivatives indicators for Bitcoin and Ethereum. It describes rising futures-implied yields and perpetual swap funding, alongside higher implied volatility, with the strongest volatility increase at short maturities. The…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This podcast overview discusses factors that could shape crypto markets in the fourth quarter, including China’s stimulus, quarter-end conditions, and uncertainty around the U.S. election. The speakers consider whether election-related caution could delay…

CryptoOptionsVolatilityRisk management
Deribit Insights

This weekly report reviews Bitcoin and Ether derivatives ahead of an FOMC meeting. It describes options sentiment as neutral to bearish despite expectations of a rate cut and anticipated liquidity support. Bitcoin’s funding rates remain positive while spot…

CryptoOptionsFuturesVolatility
Deribit Insights

This weekly commentary interprets Bitcoin options activity during a sharp correction below $50,000. It describes mixed positioning: protective puts remained in place, some traders sought additional downside puts, and long in-the-money calls were reduced.…

CryptoOptionsVolatilitySentiment
Deribit Insights

This analysis explains EIP-2593, an Ethereum blockspace proposal that lets a transaction specify a starting bid, a maximum bid, and a block window over which its offer rises. The authors compare this time-based bidding approach with EIP-1559, which aims to…

CryptoExecutionMarket microstructureDeFi
Deribit Insights

This podcast episode discusses why Bitcoin remained comparatively resilient while traditional risk assets came under pressure, and how crypto options traders were responding. The conversation features a crypto options market maker and covers the development…

CryptoOptionsVolatilityMarket making
Deribit Insights

This weekly report examines how crypto derivatives responded to a dovish interpretation of a central-bank speech. It describes a rally in Bitcoin and Ethereum followed by divergent behavior: Bitcoin sold off over the weekend while Ethereum held closer to its…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The tutorial explains how to use Deribit’s JSON-RPC WebSocket interface for streaming market data and sending exchange requests. It walks through creating API credentials, connecting from Python, and using a test environment before considering live trading.…

CryptoExecutionMarket microstructureRisk management
Deribit Insights

This episode connects macroeconomic conditions with crypto and technology markets. The speakers discuss geopolitical tension, high oil prices, inflation expectations, bond volatility, and uncertain central bank policy as pressures on liquidity and risk…

CryptoEquitiesFixed incomeMachine learning
Deribit Insights

The episode reviews a crypto market rebound tied to softer-than-expected inflation and falling US yields, alongside optimism ahead of Donald Trump’s inauguration. Its discussion frames these developments as macro forces shaping risk appetite, while noting…

CryptoOptionsVolatilityRisk management
Deribit Insights

The document presents a defined-risk BTC call butterfly for a market view that price could recover toward, but have difficulty moving above, a resistance area. The rationale combines a reported recovery from a prior low, positive spot ETF inflows during the…

CryptoOptionsVolatilityRisk management
Deribit Insights

This weekly report interprets BTC and ETH futures, perpetual swap funding, and options volatility surfaces in the lead-up to an anticipated ETF announcement. It describes a kink in the at-the-money volatility term structure moving toward shorter expiries,…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This podcast recap links a rebound in risk assets to easing geopolitical tensions and the reversal of recent volatility spikes. It discusses gold, oil, interest-rate volatility, the dollar, and yields as macro factors that may shape crypto prices. The hosts…

CryptoOptionsVolatilityMulti-asset
Deribit Insights

This weekly report compares BTC and ETH derivatives after BTC approached a new all-time high and ETH outperformed. It tracks futures implied yields, perpetual funding rates, at-the-money implied volatility, and 25-delta risk reversals. The report describes…

CryptoFuturesOptionsVolatility
Deribit Insights

This commentary describes crypto options markets during the volatility surge associated with FTX’s insolvency. It reports sharp declines in BTC, ETH, and SOL alongside higher implied volatility, pronounced put demand, and elevated volatility across both…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This weekly market report reviews BTC and ETH derivatives after a period of spot-price weakness followed by a recovery. It describes front-end futures yields rising and flattening the yield curve, while short-dated implied volatility increased more sharply…

CryptoFuturesOptionsVolatility
Deribit Insights

This commentary explains Bitcoin dominance as Bitcoin’s market capitalization relative to the broader crypto market and compares it with Bitcoin’s capitalization ratio against Ether and other altcoins. It describes a longer period of Bitcoin gaining relative…

CryptoStatisticsSentimentSpot markets
Deribit Insights

This weekly report reviews crypto derivatives positioning after Bitcoin fell below $60,000 and then rebounded above $70,000, while Ether recovered above $2,000. It combines perpetual swap funding, futures-implied yields, at-the-money implied volatility, and…

CryptoFuturesOptionsVolatility