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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

1,232 documents

Deribit Insights

This weekly commentary interprets BTC options activity across several March dates in 2021. It tracks positions rolled from the March expiry into April, including put protection, call spreads, outright calls, and put selling. The author connects these trades…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

The document links recent US spot Bitcoin ETF inflows and a four-day run of positive flows with a recovery in BTC price. It adds a technical reading that BTC may have established a short-term low, as price moved through nearby resistance with limited…

CryptoOptionsMomentumRisk management
Deribit Insights

This weekly report compares Bitcoin and Ether derivatives after a brief spot recovery reversed amid hawkish Bank of Japan comments and declines in risk-on equities. It reads perpetual funding, futures implied yields, at-the-money volatility, and 25-delta…

CryptoOptionsFuturesVolatility
Deribit Insights

This market commentary examines Bitcoin and Ether derivatives during a rally supported by halving expectations and ETF inflows. It discusses realized and implied volatility, volatility carry, term-structure inversion, call skew, futures positioning, and the…

CryptoOptionsVolatilityRisk management
Deribit Insights

This weekly market note interprets Bitcoin options activity around macro pressure and the October US CPI release. It tracks put buying, call selling, changes in implied volatility (IV) and skew, and compares implied volatility with realized volatility (RV).…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This discussion reviews why the 2025 crypto rally disappointed some market participants and how capital allocation shaped the industry. The guest argues that the digital asset treasury trend pulled funding toward speculative companies, while established…

CryptoSentimentEvent-drivenMulti-asset
Deribit Insights

This weekly report surveys Bitcoin and Ether futures yields, perpetual funding, implied volatility, and option skew after a sharp risk-off move. It says front-end volatility declined and derivatives conditions appeared to stabilize, while funding improved…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This market commentary examines how the Federal Reserve’s policy statement and chair’s press conference affected expectations for rates, growth, and risk assets. It describes an expected rate increase followed by a data-dependent pause, with markets weighing…

US marketsFixed incomeCryptoOptions
Deribit Insights

This weekly market recap reviews Bitcoin and Ether futures, perpetual funding, options, and volatility surfaces. It reports that risk reversals recovered from a strong tilt toward downside protection while outright implied volatility continued to decline.…

CryptoFuturesOptionsPerpetual futures
Deribit Insights

This weekly Deribit commentary reads Bitcoin and Ether options activity against spot moves and the approaching Ethereum Merge. It describes continued demand for downside protection in Bitcoin, including puts across September to November, while noting that…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This market note interprets Bitcoin options activity after a sharp decline. It reports two-way trading in December options, portfolio hedging with risk reversals and puts, and continued institutional demand for dated upside calls. The described flow includes…

CryptoOptionsVolatilityMarket microstructure
Deribit Insights

This weekly flow note links a sharp Bitcoin rally to reported inflows, rumors about large spot trades, ETF-related activity, and short covering. It describes call buying at several March and April strikes alongside protective March put spreads and ratios.…

CryptoOptionsVolatilityRisk management
Deribit Insights

The document outlines how France treated crypto assets for tax purposes at the time it was written. It describes conversion of crypto into fiat and mining rewards as taxable events, while stating that crypto-to-crypto exchanges and transfers between wallets…

CryptoRisk management
Deribit Insights

This market commentary links institutional adoption headlines and Bitcoin’s price strength to crypto options positioning. It compares Bitcoin and Ethereum realized and implied volatility, carry, term structures, and call skew, and discusses how option…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The article explains how multi-party computation (MPC) can enable digital asset transactions through separate key shares that jointly produce signatures without assembling the complete private key. It describes potential uses in trading workflows and…

CryptoRisk managementExecutionDeFi
Deribit Insights

This market commentary argues that institutional interest may be shifting toward Ethereum and other crypto ecosystems while Bitcoin consolidates. It points to reported growth in ETH perpetual open interest, ETF inflows exceeding BTC for two days, corporate…

CryptoOptionsVolatilityMomentum
Deribit Insights

This strategy note proposes a short-dated Bitcoin put butterfly for a bearish outlook targeting the $62,000–$61,000 area. The example buys one $63,000 put, sells two $61,000 puts, and buys one $59,000 put, with all legs expiring on April 5. The strikes are…

CryptoOptionsDerivatives pricingRisk management
Deribit Insights

The note reviews Bitcoin and Ether options activity during a risk-off move following disappointing US nonfarm payrolls. It describes fast-money traders adding short-dated BTC puts as spot fell below $55,000, taking profits or rolling some positions to lower…

CryptoOptionsVolatilitySentiment
Deribit Insights

This brief flow note tracks Bitcoin options activity around a price peak and subsequent decline. It reports purchases of November calls at several strikes, put buying partly funded by selling a higher strike call, and a later large purchase of November…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This market commentary examines Bitcoin and Ether options amid a retest of Bitcoin resistance and limited crypto trading activity. It links potential catalysts such as inflation data, regulation, and institutional inflows to volatility expectations, while…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The document describes Starbase, Deribit’s planned high-performance matching engine, and its intended role in consolidating the exchange with Coinbase International Exchange. It outlines an architecture aimed at microsecond execution and earlier…

CryptoExecutionMarket microstructureHigh-frequency trading
Deribit Insights

This commentary examines how Bitcoin and Ether options markets responded to a New York court ruling concerning XRP. Both assets initially rallied, with Ether briefly moving above $2,000, but prices then retreated. The article compares two-week implied…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

The episode reviews weakness in crypto markets after recent gains faded as volatility rose. The hosts discuss month-end liquidity as a possible contributor to pullbacks, option activity around the September expiry, and the potential market relevance of a…

CryptoOptionsVolatilityMarket microstructure