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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

Deribit Insights

The document explains how reduce-only settings work for limit, market, and stop orders on Deribit. These orders can reduce an existing position but cannot open or reverse one. For limit orders, the exchange caps the order quantity at the open position size…

CryptoExecutionRisk managementPerpetual futures
Deribit Insights

This weekly market recap tracks crypto derivatives conditions using futures-implied yields, perpetual swap funding, and BTC and ETH options metrics. It describes a brief spot rally alongside falling implied volatility, a temporary shift in options risk…

CryptoFuturesOptionsVolatility
Deribit Insights

This exchange update describes combo trading fee discounts and changes to initial margin rules. For options combos containing buys and sells, Deribit waives fees for the cheaper side; same-direction option legs do not qualify. Futures and perpetual combos…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This weekly report surveys BTC and ETH derivatives sentiment through perpetual swap funding, implied volatility term structures, and options risk reversals. It describes funding rates near zero after sideways spot performance, suggesting limited imbalance in…

CryptoDerivatives pricingOptionsVolatility
Deribit Insights

This analysis links a sharp BTC and ETH selloff with a surge in liquidations, changing implied volatility, and options positioning. It attributes a substantial share of liquidations to gamma-related perpetual futures positions on Deribit and OKX, while…

CryptoOptionsVolatilityDerivatives pricing
Deribit Insights

This weekly recap tracks BTC and ETH derivatives after a sharp market decline and a period of extreme risk aversion. It describes demand for out-of-the-money puts and short-dated protection, followed by tentative improvement as prices moved sideways. BTC…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This weekly market recap summarizes Bitcoin and Ether futures yields, perpetual swap funding, option volatility, risk reversals, and implied volatility surfaces. It reports that short-dated futures yields were volatile, with Bitcoin turning negative late in…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This weekly report summarizes crypto derivatives conditions using futures yields, perpetual swap funding, option implied volatility, risk reversals, and volatility surfaces. It describes a cooling in at the money implied volatility after a spot rally slowed,…

CryptoFuturesOptionsVolatility
Deribit Insights

This market commentary reviews strong rallies in TON, AVAX, and NEAR, linking each move to a project-specific catalyst or market narrative. It also notes that BTC was near its highs amid substantial spot ETF inflows and a slowdown in outflows from one fund.…

CryptoMomentumSentimentPerpetual futures
Deribit Insights

This commentary examines how a bullish October spot market coincided with growing demand for long exposure in BTC and ETH derivatives. It uses futures-implied annualized yields, perpetual swap open interest, and funding rates to describe the shift. BTC’s…

CryptoFuturesPerpetual futuresCarry
Deribit Insights

This overview describes a Python program for retrieving and charting historical funding rates for perpetual contracts on Deribit. Users choose an instrument and date range; the program requests the history in monthly chunks and limits request frequency. The…

CryptoPerpetual futuresDerivatives pricingStatistics
Deribit Insights

This educational note explains how a trader holding BTC as collateral can reduce the account’s exposure to BTC’s dollar price without selling the coins for dollars. It compares three approaches: shorting a perpetual swap, shorting a dated future, or…

CryptoDerivatives pricingPerpetual futuresFutures
Deribit Insights

This report reviews BTC and ETH derivatives during a period when spot prices moved toward the bottom of their recent ranges. It says short-dated implied volatility rose as traders sought downside protection, and options smiles remained tilted toward…

CryptoFuturesOptionsVolatility
Deribit Insights

This weekly report tracks BTC and ETH derivatives around the March 22 Federal Open Market Committee meeting, which it says confirmed a 25 basis point rate increase. It describes at-the-money implied volatility falling after the meeting, while a subsequent…

CryptoFuturesOptionsVolatility
Deribit Insights

This weekly snapshot reviews BTC and ETH futures yields, perpetual swap funding, and options volatility and skew. It reports falling implied volatility across both assets, with short tenors reaching stated lows in the 25% to 30% range. Futures yields were…

CryptoFuturesOptionsVolatility
Deribit Insights

This weekly analytics recap reviews Bitcoin and Ethereum derivatives through futures yields, perpetual swap funding, implied volatility, volatility surfaces, and SABR smile skew. It reports shorter dated yields recovering toward longer dated futures levels,…

CryptoFuturesPerpetual futuresOptions
Deribit Insights

This product guide explains linear USDC-margined perpetual contracts and compares them with inverse contracts collateralized in bitcoin. For equivalent positions, it says dollar-denominated profit or loss can match, while settlement currency differs:…

CryptoPerpetual futuresDerivatives pricingRisk management
Deribit Insights

This weekly report reviews BTC and ETH derivatives conditions ahead of the US presidential election. It highlights a term-structure dislocation in which 30-day at-the-money implied volatility had risen toward longer-dated levels, even as outright volatility…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

This guide compares last-traded, mark, and index prices as triggers for stops on a crypto derivatives exchange. A last-price trigger responds directly to trades in that venue, so it reacts quickly but may activate on a brief wick or unusually deep execution.…

CryptoFuturesPerpetual futuresExecution
Deribit Insights

The document explains how limit and market orders execute on a derivatives exchange. A limit order sets a maximum buy price or minimum sell price, protecting the chosen price but leaving execution uncertain. A market order seeks an immediate fill by…

ExecutionMarket microstructureCryptoPerpetual futures
Deribit Insights

This company update reports Deribit’s trading activity and operational developments for 2024. It states that total platform volume rose 95% year over year to USD 1.185 trillion, while options notional volume increased 99% to USD 743 billion. The fourth…

CryptoOptionsFuturesPerpetual futures
Deribit Insights

The article outlines a planned change to initial and maintenance margin calculations for standard margin accounts on Deribit. It applies to futures and perpetual contracts; options use a separate calculation that the article says will remain unchanged. The…

CryptoFuturesPerpetual futuresRisk management
Deribit Insights

This weekly report summarizes BTC and ETH spot, perpetual funding, and options conditions during a volatile period. It describes both assets giving back much of a weekend advance, short-tenor implied volatility rising, and volatility term structures…

CryptoOptionsVolatilityPerpetual futures