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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

4,613 documents

Bitget Academy

The document presents a sequence for analyzing XAU/USD: classify the market as trending, ranging, or potentially reversing; establish direction and important zones on higher timeframes; examine price patterns; then use indicators for confirmation. It…

CommoditiesTechnical indicatorsBreakoutRisk management
Bitget Academy

This guide describes ways to gain exposure to Apple shares, including direct and fractional ownership, ETFs, and options. It walks through choosing a brokerage, opening and funding an account, and placing market, limit, stop, or stop-limit orders. It…

EquitiesUS marketsExecutionPosition sizing
Bitget Academy

This beginner guide compares three ways to enter crypto markets: buy and hold, dollar-cost averaging, and copy trading. Holding is presented as a low-maintenance approach for investors with long-term conviction, while dollar-cost averaging spreads purchases…

CryptoSpot marketsPosition sizingRisk management
Bitget Academy

The document explains liquidation in leveraged crypto trading: when losses erode the collateral supporting a position, an exchange may issue a margin call and then close the position if the trader does not add sufficient margin. It uses a simplified 10x…

CryptoPerpetual futuresRisk managementPosition sizing
Bitget Academy

The guide explains how to assess futures copy traders using both individual indicators and combinations of indicators. It defines measures including ROI, realized PnL, copier profit, assets under management, copier count, win rate, maximum drawdown, holding…

CryptoFuturesRisk managementStatistics
Bitget Academy

The document offers a qualitative checklist for choosing crypto copy traders. It warns that very high win rates can hide strategies that hold losing positions or increase exposure after losses, and contrasts these with traders who accept smaller losses while…

CryptoRisk managementPosition sizingBacktesting
Bitget Academy

The article outlines a leveraged yield approach: pledge existing crypto as collateral, borrow the asset needed for a limited-time token pool, stake the borrowed funds, then redeem rewards and repay principal plus interest. It compares flexible and fixed-term…

CryptoDeFiCarryRisk management
Bitget Academy

The document describes Bitget’s use of eligible tokenized U.S. stocks, called rTokens, as collateral for futures positions through its Unified Trading Account. It explains the collateral calculation: an asset’s market value is multiplied by its applicable…

CryptoEquitiesFuturesRisk management
Bitget Academy

This beginner guide explains how forex trades express a view on one currency relative to another. It shows how to read a pair quote, distinguish bid and ask, interpret the spread, and measure price changes in pips. It also explains lot sizes and how the same…

ForexFuturesSpot marketsTechnical indicators
Bitget Academy

The document explains a centralized exchange’s Premier Loans service for VIP and institutional borrowers. It describes the main structure: a borrower selects a loan asset, amount, collateral, and term; submits an application; receives an order ID; and…

CryptoRisk managementPosition sizing
Bitget Academy

This article explains a centralized exchange’s crypto staking offering, including choosing an asset, earning rewards, and automatically reinvesting those rewards through compounding. It describes a range of advertised APRs and an eight-day free redemption…

CryptoCarryRisk managementPosition sizing
Bitget Academy

The document describes PoolX as an exchange staking product that allocates token rewards hourly in proportion to each participant’s share of a pool. It contrasts PoolX’s frequent project launches with less frequent launch offerings and recommends considering…

CryptoCarryRisk managementPosition sizing
Bitget Academy

The article links a sharp decline in gold CFDs to stronger US payroll data, rising Treasury yields, and dollar strength. It explains the opportunity cost of holding a non-yielding asset and describes how long-position exits, short selling, and stop-loss…

CommoditiesTrend followingTechnical indicatorsRisk management
Bitget Academy

The article describes a workflow feature that packages trading ideas into configurable automated strategies. Users can browse playbooks, inspect their market assumptions and triggers, adjust selected settings, and run them through an isolated sub-account. A…

CryptoMachine learningExecutionRisk management
Bitget Academy

The article presents losses as a source of practical lessons for traders. It advises separating decisions from the emotional highs and lows of wins and losses, since emotionally driven choices can lead to impulsive, gambling-like behavior. It also cautions…

Risk managementPosition sizing
Bitget Academy

This glossary explains core futures concepts, including long and short positions, leverage, initial and maintenance margin, mark price, funding, and realized versus unrealized profit and loss. It distinguishes USDT-margined and coin-margined contracts and…

FuturesPerpetual futuresExecutionRisk management
Bitget Academy

This article presents behavioral habits it considers important for sustained trading: discipline, patience, risk management, continuous learning, focus, organization, and resilience. It recommends following a defined strategy rather than reacting impulsively…

Risk managementPosition sizing
Bitget Academy

The article explains how leverage can increase liquidation risk while also allowing a trader to size a position using only the funds held at one venue. Its examples start with a total portfolio of $20,000, with $5,000 at the exchange, and a chosen maximum…

CryptoRisk managementPosition sizing
Bitget Academy

This guide outlines risk controls for cryptocurrency spot trading. It describes spot-market settlement and highlights risks such as sharp price moves, technical failures, and hard forks. Its suggested practices include limiting trade exposure, avoiding…

CryptoSpot marketsRisk managementPosition sizing
Bitget Academy

The article describes rTokens as tokens designed to track U.S. stocks or exchange-traded funds, with the stated underlying shares held by a broker. Its central concept is capital reuse: a holder may retain stock exposure while using eligible tokens as…

CryptoEquitiesPerpetual futuresRisk management
Bitget Academy

The document explains the main factors behind forced liquidation in Bitget futures: maintenance margin, mark price, position size and tier, margin mode, fees, and funding. It describes a 100% maintenance-margin ratio as the stated trigger for liquidation or…

FuturesPerpetual futuresRisk managementPosition sizing
Bitget Academy

The document explains how futures margin supports leveraged positions and distinguishes initial margin from maintenance margin. Initial margin is tied mainly to position value and leverage, while maintenance margin is the threshold for keeping a position…

CryptoFuturesPerpetual futuresRisk management
Bitget Academy

The article frames copy trading as an ongoing oversight task: an investor should monitor the traders they follow and be prepared to unfollow them when their behavior or account fit changes. It proposes a weekly review focused on three signals: a departure…

Risk managementPosition sizingExecution
Bitget Academy

The article presents trading psychology as a core part of responsible crypto trading. It recommends following a written plan, keeping a journal of positions and emotions, reviewing trades, practicing consistently, and preparing for different market scenarios…

CryptoRisk managementPosition sizing