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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

4,613 documents

Bitget Academy

This guide explains how to read a company balance sheet by examining assets, liabilities, and shareholders’ equity. It highlights cash, receivables, and inventory as asset quality clues, and introduces current, quick, and debt-to-asset ratios as ways to…

EquitiesUS marketsRisk managementPosition sizing
Bitget Academy

The article explains how standard stop loss and trailing stop loss orders can be used to manage an open position. A standard stop is placed at a chosen price and is intended to close the position if the market reaches that level. The article gives a Bitcoin…

Risk managementExecutionPosition sizing
Bitget Academy

This glossary explains USDT-margined commodity perpetual futures, which have no expiry and settle profit and loss in USDT. It defines core concepts such as long and short positions, leverage, margin, mark and index prices, funding payments, liquidation, and…

CommoditiesFuturesPerpetual futuresRisk management
Bitget Academy

A trailing stop adjusts its trigger level as the market moves in a trade’s favor, while staying fixed when prices move against the position. The document illustrates the concept with a long position: a sell stop begins below entry and rises as the asset…

Risk managementPosition sizingExecutionCrypto
Bitget Academy

The guide explains copy trading as automatically replicating another trader’s positions through a platform. It outlines a basic setup process: choose a platform, fund an account within a personal budget, evaluate traders by performance history, strategy, and…

CryptoRisk managementPosition sizing
Bitget Academy

The article explains how leverage affects crypto copy trading and why copiers should evaluate a lead trader’s risk as well as returns. Leverage increases exposure relative to posted capital, magnifying both gains and losses; if a copier leaves settings…

CryptoRisk managementPosition sizingVolatility
Bitget Academy

The document presents a framework for turning a gold market view into a defined, reviewable trade. It recommends first identifying the market regime and the main macro driver, such as real yields, the dollar, central-bank expectations, economic data, or…

CommoditiesForexRisk managementPosition sizing
Bitget Academy

This beginner’s guide explains how forex quotes are measured in pips and how those price changes translate into money gained or lost. It describes the usual fourth-decimal convention for most major currency pairs, the second-decimal convention for yen pairs,…

ForexRisk managementPosition sizingExecution
Bitget Academy

The document gives four brief suggestions intended to reduce liquidation risk when copy trading: set take-profit and stop-loss levels, choose an appropriate margin mode and leverage, select an experienced lead trader, and use Smart Copy mode. These headings…

CryptoRisk managementPosition sizing
Bitget Academy

This introductory guide explains how gold and other traditional markets differ from crypto trading, using gold-to-dollar CFDs as its main example. It covers lot sizing and contract value, points versus forex pips, bid–ask spreads, fixed instrument leverage,…

CommoditiesDerivatives pricingPosition sizingRisk management
Bitget Academy

This guide explains how contract-for-difference copy trading mirrors a lead trader’s market orders into a copier’s account. It describes CFDs as leveraged derivatives that provide price exposure without ownership of the underlying asset, with examples…

FuturesForexCommoditiesPosition sizing
Bitget Academy

The article warns against choosing copy-trading accounts solely by headline win rate or return on investment. It argues that unrealized losing positions and repeated averaging down can make a record look successful while hiding substantial exposure and…

CryptoRisk managementPosition sizingStatistics
Bitget Academy

The document explains how volatility can magnify leveraged copy-trading losses through liquidation, whipsaws, cascading liquidations, and slippage when liquidity thins. It recommends adapting exposure to conditions: assess traders across different market…

CryptoVolatilityRisk managementPosition sizing
Bitget Academy

This brief guide outlines the follower and trader sides of a copy-trading service. Its tables associate account equity tiers for futures and spot accounts with maximum follower counts, showing that higher equity tiers permit more followers and that the…

CryptoFuturesSpot marketsPosition sizing
Bitget Academy

This article reviews how escalation in the Israel–Iran conflict affected Brent and WTI prices, describing a sharp rise from pre-conflict levels to an intraday peak followed by a pullback after comments suggested the conflict might end soon. It presents…

CommoditiesFuturesVolatilityRisk management
Bitget Academy

The document explains how private CFD copy-trading projects are organized, including invitation-based access, copier capacity, channel-specific invite links, and the option for a trader to operate public and private projects concurrently. It then covers…

FuturesRisk managementPosition sizingExecution
Bitget Academy

The document explains why large CFD orders can incur slippage: available volume may be insufficient at the best price, forcing fills across several levels, while execution latency allows prices to move. It recommends checking bid and ask depth before trading…

ExecutionMarket microstructureRisk managementPosition sizing
Bitget Academy

The guide explains how a copy trader can set independent controls when following another trader. It covers choosing which assets to copy, selecting collateral, setting leverage, allocating funds per trade, and setting a maximum total allocation. These…

CryptoRisk managementPosition sizingExecution
Bitget Academy

The document describes a managed crypto wealth product aimed at high-net-worth individuals and institutions. It presents two choices, Steady Growth and Enhanced Return, with the latter characterized as higher yield with somewhat higher risk. The stated…

CryptoRisk managementPosition sizing
Bitget Academy

The document explains how copy trading mirrors a selected trader’s orders and details risks that can accumulate in a follower’s futures account. It distinguishes fixed-amount sizing, which applies the same margin to each copied order, from multiplier sizing,…

CryptoFuturesRisk managementPosition sizing
Bitget Academy

The article explains how Bitget’s take-profit and stop-loss orders work for existing contract positions. Traders set a trigger price and contract quantity; when the latest market transaction reaches that price, the specified amount is submitted as an order…

Risk managementExecutionFuturesPosition sizing
Bitget Academy

The document explains how leverage, position size, stop losses, and margin buffers shape the risk of a CFD trade. Margin enables a larger notional position, but it does not limit potential losses: gains and losses reflect the full position. It recommends…

Risk managementPosition sizingDerivatives pricing
Bitget Academy

The tutorial explains how a follower can choose a trader, review performance information, configure which markets to copy, select a copying mode, and manage copied positions. It recommends examining return, drawdown, win rate, assets under management,…

CryptoFuturesRisk managementPosition sizing
Bitget Academy

The article reports that all seven major US technology stocks stood below their 52-week highs as of March 24, 2026, with drawdowns ranging from about 13% to 31%. It identifies tariff and geopolitical uncertainty, a shift away from crowded mega-cap growth…

EquitiesCryptoUS marketsRisk management