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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

8,116 documents

Amberdata research

This weekly market commentary reviews Bitcoin and Ether options around US macroeconomic news, including a Federal Reserve rate increase and a stronger-than-expected jobs report. It interprets Bitcoin’s return to contango, relatively anchored implied…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This newsletter examines how traders might interpret Bitcoin options prices around the 2024 U.S. presidential election and the following Federal Reserve decision. It relates BTC’s prior movement to shifts in election odds, then uses the implied volatility…

CryptoOptionsVolatilityEvent-driven
Amberdata research

This newsletter links Bitcoin’s move to new highs with macro uncertainty, institutional ETF flows, and crypto derivatives positioning. It discusses inflation data, divided Federal Reserve views on rate cuts, tariff tensions, Treasury yields, and the…

CryptoOptionsVolatilityFutures
Amberdata research

This podcast recap discusses how uncertainty around Silicon Valley Bank affected confidence in USDC and trading in crypto derivatives. It describes the central concern as the timing and availability of reserves for redemption, even when eventual recovery was…

CryptoOptionsPerpetual futuresDeFi
Amberdata research

An implied volatility surface maps option volatility across strike prices and expirations. This article describes using its shape to assess market expectations, identify options whose implied volatility differs from nearby points, and construct…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This market commentary examines how election expectations and macroeconomic events may affect Bitcoin and Ether options. It discusses changes in 25-delta risk reversals, call-versus-put open interest, implied volatility across expirations, and estimated…

CryptoOptionsVolatilitySentiment
Amberdata research

This market commentary links a cooler inflation reading, revised growth data, and corporate crypto-treasury plans to a cautiously constructive risk backdrop. Its options discussion says BTC block trading leaned toward call selling and put-spread buying,…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This weekly market recap reviews BTC and ETH options through realized and implied volatility, term structure, skew, option flows, and dealer gamma. It reports falling realized and implied volatility, especially at the front end, alongside differences in…

CryptoOptionsVolatilityDerivatives pricing
BigQuant

This article summarizes a study of U.S. mutual funds that links SEC N-SAR options disclosures with fund returns and characteristics. The sample covers 1998 through November 2013 and includes 106,357 filings. Cross-sectional and panel analyses compare funds…

OptionsEquitiesRisk managementStatistics
Amberdata research

This product-feature note introduces a chart comparing implied volatility in option wings with at-the-money implied volatility. Users can select an option delta and days to expiry, then inspect the wing-to-ATM volatility ratio. The example states that ETH…

OptionsCryptoVolatilityDerivatives pricing
vn.py community

The document introduces a course focused on researching, backtesting, and automating option spread strategies in the domestic Chinese quantitative trading context. It says the course uses VeighNa Elite’s OptionStrategy module and presents a knowledge map…

OptionsBacktestingExecution
vn.py community

A brief community exchange answers two compatibility questions about VeighNa. The reply says that VeighNa Elite runs only on Windows and does not support macOS. It also says that the OptionStrategy feature can handle US options through an Interactive Brokers…

OptionsUS markets
Amberdata research

This midweek derivatives recap summarizes Bitcoin and Ether conditions during a period when spot prices were testing familiar levels. It discusses realized volatility, the shape of the volatility term structure, skew, options flows, and dealer gamma. Bitcoin…

CryptoOptionsVolatilityDerivatives pricing
vn.py community

The discussion explains that SimNow’s CTP simulation environment does not provide ETF option contracts, so users cannot obtain their market data there for testing those instruments through VeighNa’s paper account. It points instead to a futures company’s…

OptionsExecution
Amberdata research

This weekly market note links Bitcoin’s rally to macro developments including rising bond yields, war-related spending concerns, gold strength, and optimism about a Bitcoin ETF and the Ripple lawsuit. It reviews Bitcoin options term structure, put skew,…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

The document describes a chart for comparing two historical derivatives term structures. Users choose two dates and times, with minute-level precision, to inspect how the curve changed between those points. This can help examine market responses around…

CryptoOptionsDerivatives pricing
Amberdata research

The document introduces a metric comparing Deribit’s DVOL Index with constant 30-day at-the-money volatility. It can be displayed as either a ratio or a spread, offering a way to examine how the volatility represented across strikes differs from the…

CryptoOptionsVolatilityDerivatives pricing
SuperMind

These reading notes survey quantitative investing methods across stock selection, market timing, futures and options arbitrage, statistical arbitrage, algorithmic execution, and asset allocation. They outline factor selection, style and sector rotation,…

EquitiesFuturesOptionsArbitrage
Amberdata research

This weekly review combines a market outlook with BTC and ETH options observations. It links BTC’s consolidation to lower implied volatility and describes the term structure as flat, while noting that contango is the more common state. The author uses that…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This market recap compares Bitcoin and Ethereum options through realized and implied volatility, term structure, skew, trading flows, and dealer gamma. It describes falling Bitcoin realized volatility alongside firmer implied volatility, while Ethereum’s…

CryptoOptionsVolatilityMarket microstructure
Lumibot

This documentation explains how to connect LumiBot strategies to Alpaca for stock, ETF, options, and cryptocurrency trading. It describes API-key and OAuth authentication, environment-based configuration, paper versus live mode, and examples of submitting…

EquitiesOptionsCryptoExecution
BigQuant

The strategy sells at-the-money call and put options on the CSI 500 index to collect time decay, opening once near the start of the session and closing all positions before the close. It filters for contracts more than ten days from expiry and adequate…

OptionsVolatilityRisk managementExecution
Amberdata research

This market newsletter reviews crypto options positioning ahead of a U.S. election and a dense schedule of economic releases. It compares Bitcoin implied and realized volatility, noting a stated premium in short-dated options and a rise in implied volatility…

CryptoOptionsVolatilityDerivatives pricing