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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

5,922 documents

TradingView scripts

This indicator framework aggregates results for multiple assets and exposes configurable entry signals, trade directions, filters, stops, position sizing, fees, and slippage. Its controls include optional MACD, moving-average, RSI, volume, and price-change…

BacktestingPortfolio constructionRisk managementPosition sizing
TradingView scripts

The document explains how volatility-control portfolios adjust equity exposure to target a chosen level of portfolio volatility. Exposure is scaled inversely to realised volatility, subject to a leverage cap: low volatility can produce leveraged equity…

EquitiesVolatilityPosition sizingPortfolio construction
TradingView scripts

This regime-based allocation strategy combines three daily market signals: SPX relative to its 200-day simple moving average, the VIX-to-VIX3M ratio, and a standardized HYG-to-IEF credit ratio. Each signal contributes one point when its condition is…

US marketsEquitiesVolatilityPortfolio construction
TradingView scripts

Deeptest is a Pine library for analyzing TradingView strategy backtests. Its described outputs cover trade counts and returns, expectancy, risk-adjusted measures such as Sharpe and Sortino, drawdowns, trade duration, return distribution, risk of ruin, and…

BacktestingStatisticsRisk managementPortfolio construction
TradingView scripts

This indicator is a monitoring tool for a user-selected basket of up to five instruments. It uses chosen share quantities and a date window to estimate cost basis, current profit and loss, percentage returns, and portfolio allocation. It also calculates…

Multi-assetPortfolio constructionStatisticsEquities
TradingView scripts

This indicator presents a table of pairwise correlations for seven selected symbols, alongside a series labeled PBULL. Users can set the symbols, chart timeframe, input price source, smoothing, and correlation window. Each cell displays the correlation…

Multi-assetStatisticsPortfolio constructionTechnical indicators
TradingView scripts

This TradingView indicator illustrates a manual portfolio tracker built around up to ten configurable positions. For each enabled holding, the user supplies a symbol, quantity, and cost basis; the script retrieves current prices and estimates position value…

Portfolio constructionEquities
TradingView scripts

This document presents scheduled dollar-cost averaging as a passive comparison strategy for active trading systems. It invests a fixed quote-currency amount on either a selected weekday or every set number of bars, within configurable start and end dates.…

BacktestingPosition sizingPortfolio constructionEquities
TradingView scripts

This indicator provides a chart-based laboratory for comparing a weighted portfolio of up to ten selected assets with a chosen market index. Users assign each asset a return weight and long or short direction, set a calculation window, and select an index…

Portfolio constructionEquitiesStatisticsUS markets
TradingView scripts

This indicator compares selected assets over a rolling window and displays pairwise similarity scores in a color-coded table. Users supply a ticker list and choose either returns or volume-modified returns, then select among measures including correlation,…

Multi-assetStatisticsPortfolio constructionEquities
TradingView scripts

This indicator compares two ways to estimate outcomes over a chosen holding period. Its historical calculation samples past entry points at intervals, measures returns at the end of the duration, and optionally applies fixed take-profit and stop-loss levels.…

StatisticsBacktestingRisk managementPortfolio construction
TradingView scripts

This chart indicator estimates the outcome of investing a fixed amount at a chosen daily, weekly, or monthly interval over a user-selected date range. For each eligible period, it divides the contribution by the selected timeframe’s price, accumulates asset…

BacktestingPortfolio constructionPosition sizingStatistics
TradingView scripts

This indicator tracks a portfolio of up to ten user-defined positions alongside an optional cash balance. For each enabled position, it retrieves the chart-timeframe closing price and multiplies it by the entered quantity to estimate current value; quantity…

Portfolio constructionEquitiesStatistics
TradingView scripts

This Pine Script library provides reusable structures and functions for displaying trading strategy statistics in chart tables. Its reported measures include trade counts, win and loss rates, streaks, average profits and gains, variability, position…

StatisticsBacktestingRisk managementPortfolio construction
TradingView scripts

This indicator presents a framework for examining drawdown severity relative to a rolling history. It offers percentile bands and standard-deviation bands, with configurable lookback and smoothing, and classifies the current drawdown against user-defined…

Risk managementStatisticsVolatilityPortfolio construction
TradingView scripts

This chart tool calculates the compound annual growth rate between two user-selected points in time. It locates the close of the bars corresponding to those timestamps, orders the points chronologically even if they were selected in reverse, and displays a…

StatisticsPortfolio constructionMulti-asset
TradingView scripts

This indicator compares the annualized risk and return of up to ten selected assets over a chosen historical start date. It calculates returns from price changes, estimates risk using return standard deviation, and annualizes both measures using a daily-data…

CryptoPortfolio constructionStatisticsRisk management
TradingView scripts

This indicator creates a matrix of Pearson correlations for a user-supplied list of instruments. It first derives weekly or monthly arithmetic returns at aligned sampling points, then calculates pairwise correlations across the retained observations and…

StatisticsPortfolio constructionMulti-asset
Bitget Academy

The article presents a reported Bank of America recommendation to allocate up to 4 percent of a client portfolio to Bitcoin and crypto. It interprets that figure as a possible reference for long term portfolio exposure and connects it to broader…

CryptoPortfolio constructionRisk managementSentiment
Bitget Academy

The article describes a US executive order directing agencies to develop a framework for including cryptocurrency and other alternative assets in employer retirement plans. It traces the shift from earlier Department of Labor caution toward a more neutral…

CryptoUS marketsPortfolio constructionRisk management
Bitget Academy

The article introduces Pearson correlation and distinguishes short-term return co-movement from relationships between price levels over time. It compares Bitcoin with equities and gold, citing a two-year BTC–S&P 500 correlation of 0.36 and BTC–gold…

CryptoEquitiesStatisticsPortfolio construction
Bitget Academy

The article surveys renewable energy firms across utilities, project developers, and equipment manufacturers, comparing their positions in solar, wind, and storage. It profiles companies including NextEra Energy, Ørsted, First Solar, Vestas, and Enphase,…

EquitiesCommoditiesMulti-assetRisk management
Bitget Academy

The document introduces GMCI30USDT perpetual futures as a way to gain exposure to a basket of leading cryptocurrencies through one contract. It describes the GMCI 30 Index as market-cap weighted, with eligibility considerations for exchange and custodian…

CryptoFuturesPerpetual futuresPortfolio construction
Bitget Academy

The article presents Applied Digital as a company combining high-performance computing data centers, AI hosting, and cryptocurrency mining. It identifies potential share-price drivers such as digital-asset prices, energy costs, hosting contracts, capital…

EquitiesCryptoUS marketsRisk management