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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

This market note examines how regulatory headlines, prospective altcoin liquidations, and macroeconomic events affected Bitcoin and Ethereum. It describes relative resilience in the two largest assets, while identifying nearby support zones whose failure…

CryptoOptionsVolatilityRisk management
Deribit Insights

The article describes exchange combo orders that package multiple futures or options legs into a single order book and execution. It demonstrates a futures calendar spread: selling the farther dated contract and buying the nearer one when the trader expects…

CryptoFuturesOptionsExecution
Deribit Insights

This review explains how macroeconomic expectations and thin crypto liquidity coincided with a sharp January 2023 rebound. Its central mechanism is dealer gamma hedging: when options positions leave dealers short gamma, rising prices can force them to buy…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This trade proposal uses a put ratio spread for a short-term bearish Bitcoin view. Its example buys one out-of-the-money put at a higher strike and sells two puts at a lower strike with the same expiry. The article frames the lower strike near a demand zone…

CryptoOptionsVolatilityRisk management
Deribit Insights

This lesson explains cryptocurrency put options, including contract terms, expiry settlement, buyer and seller payoffs, and breakeven calculation. A put gives its buyer the right to sell at the strike. Using a Bitcoin example, the text shows that an…

CryptoOptionsDerivatives pricingRisk management
Deribit Insights

This market commentary interprets ETF flows, futures positioning, policy developments, and macro conditions as context for Bitcoin’s move toward prior highs and Ethereum’s sharp rally. It then compares realized and implied volatility, carry, and options…

CryptoOptionsVolatilitySentiment
Deribit Insights

This exchange article explains how option time to expiry affects premium and short-term trading use. Options with only a day or two remaining generally carry less time value, making them comparatively inexpensive instruments for hedging events or expressing…

CryptoOptionsVolatilityRisk management
Deribit Insights

This weekly snapshot reviews Bitcoin and Ether derivatives conditions using futures yields, perpetual swap funding, option implied volatility, risk reversals, and volatility surfaces. It reports positive futures yields, with Bitcoin’s annualised curve…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This weekly commentary interprets Bitcoin options positioning near $50,000 resistance as spot fell toward $47,000. It describes opposing call trades: selling September $50,000 calls, buying higher-strike calls, and demand for September calls around $52,000…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This note outlines a bullish Ethereum call ratio spread after a reported 39% decline from the ETF approval period to a demand zone near $2,150. The structure buys one out-of-the-money $3,000 call and sells two $3,200 calls with the same August 30 expiry. The…

CryptoOptionsVolatilityRisk management
Deribit Insights

This market commentary interprets Bitcoin and Ether options trades around regulatory and creditor-distribution news. It describes heavy November put buying ahead of DOJ-Binance statements, followed by spot movement above $36,500, and later put purchases…

CryptoOptionsVolatilityEvent-driven
Deribit Insights

This exchange notice explains a scheduled increase in the minimum price increments for BTC and ETH spot pairs quoted in USDC and USDT. Tick size determines the smallest permitted price step for an order. The notice gives the new increments and says that…

CryptoSpot marketsExecutionMarket microstructure
Deribit Insights

This market commentary weighs a modest Bitcoin rebound against continued macroeconomic and crypto-specific risks. It describes crypto’s recent underperformance relative to equities, links short-term sentiment to concern about technology valuations and…

CryptoSpot marketsSentimentRisk management
Deribit Insights

This brief option-flow commentary describes a rapid change in crypto derivatives positioning around developments involving the Federal Reserve and banking concerns. Traders had recently used puts, put spreads, and put flies to hedge downside risk, leaving…

CryptoOptionsVolatilitySentiment
Deribit Insights

This report examines how implied volatility and option smile skew changed for ETH and BTC during market selloffs in May and June 2022, followed by a July rally linked to news about Ethereum’s planned transition to proof of stake. It explains that rising…

CryptoOptionsVolatilitySentiment
Deribit Insights

This market commentary compares Bitcoin spot moves with options positioning after a Sunday Trump social media announcement concerning SR expansion. The initial spot reaction triggered short covering and call buying, but the author says options positioning…

CryptoOptionsSentimentVolatility
Deribit Insights

This weekly market recap describes several Bitcoin derivatives conditions: futures term structure flattened and turned negative at a 30-day tenor, while annualized implied futures yields fell notably below spot at short maturities. It also reports that an…

CryptoFuturesOptionsVolatility
Deribit Insights

This trade note proposes an Ethereum call ratio spread around anticipated spot ETF approval news. The position buys one July 19 call at a $3,200 strike and sells two calls at $3,400, for a stated net debit of $4 per ETH. The thesis combines updated filings…

CryptoOptionsVolatilityRisk management
Deribit Insights

Deribit announces that it will remove its Proof of Reserves page and stop daily updates from September 1, 2026, citing wallet infrastructure changes during its integration with Coinbase. The previous page used a privacy-preserving binary Merkle tree: hashed…

CryptoRisk managementOn-chain data
Deribit Insights

The article explains why institutional crypto adoption depends partly on secure custody and reliable settlement. It compares multi-signature key management, which requires a quorum of separate signatures, with multiparty computation (MPC), which splits…

CryptoMarket microstructureExecutionRisk management
Deribit Insights

This podcast overview outlines a discussion of macro conditions and their possible effects on stocks and crypto. Topics include tariff rhetoric, the upcoming Federal Reserve decision, a weaker US dollar and falling yields, Bitcoin’s near-term direction, and…

CryptoEquitiesFuturesMomentum
Deribit Insights

The document describes a tool for visualizing historical block option trades on Deribit for Bitcoin or Ethereum. A user selects an asset and a lookback period; the script retrieves and cleans the trade data, then plots activity by option maturity and strike.…

CryptoOptionsDerivatives pricingMarket microstructure
Deribit Insights

The article links Bitcoin’s past halving-year rallies to a proposed supply-and-demand mechanism: miners reduce the flow of coins onto exchanges while new investment demand continues. It compares estimated spot ETF inflows with annual mining issuance and with…

CryptoSpot marketsOn-chain dataMarket microstructure
Deribit Insights

This weekly report summarizes BTC and ETH futures, perpetual funding, and options conditions after a spot selloff pushed prices toward the lower end of a sideways range. It says futures-implied yields were near recent lows, BTC funding was intermittently…

CryptoFuturesOptionsVolatility