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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

31 documents

quant-trading

The strategy models the relationship between Brent crude and the Norwegian krone using a rolling ordinary least squares regression. It fits the most recent 50 observations and accepts the model when its R-squared is above 0.7. The residual standard deviation…

CommoditiesForexMean reversionStatistics
quant-trading

This notebook builds a multi-year forecast of Malaysian crop production and prices. It uses a quadratic optimization problem to allocate production across crops, subject to a total land constraint and bounds linked to prior-year planted area and crop…

CommoditiesPortfolio constructionStatisticsBacktesting
quant-trading

This script builds a basic MACD-style trading signal from two simple moving averages of closing prices. When the shorter average is at least as high as the longer average, it holds a long position; when it falls below, it exits. The difference between the…

Technical indicatorsMomentumBacktesting
quant-trading

This document is a monthly price-level table for Bitcoin alongside the S&P 500, gold, long-term U.S. Treasuries, and emerging-market equities. It runs from July 2010 through August 2021 and provides dated observations for each series, with the final…

CryptoMulti-assetStatistics
quant-trading

This document is a tabular extract of historical European-style options on Henry Hub natural gas futures. Rows include option type, strike, prior settlement, the linked futures contract’s prior settlement, expiry, trade date, and update timestamps. The…

OptionsFuturesCommodities
quant-trading

This project examines whether crude oil prices help explain the exchange rates of oil-producing countries. It argues that correlation alone does not establish causation, and that exchange-rate regimes matter: a currency peg can limit the scope for trading a…

ForexCommoditiesStatisticsBacktesting
quant-trading

The document implements the Parabolic Stop and Reverse indicator as a recursive calculation over price data. It initializes the trend, stop level, extreme point, and acceleration factor, then updates them bar by bar. The stop advances toward the extreme…

EquitiesTrend followingTechnical indicatorsBacktesting