Skip to content

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

The document explains a futures Martingale approach that adds to a position after adverse price moves, lowering the average entry price so a later reversal may reach a take-profit level. Its example describes a long BTC position adding safety orders at…

CryptoFuturesMean reversionPosition sizing
Bitget Academy

The article offers behavioral guidance for crypto traders facing both gains and losses. It recommends matching a trading approach to the trader’s goals, treating each position as a fresh decision rather than allowing the outcome of a previous trade to…

CryptoRisk managementPosition sizing
Bitget Academy

The document outlines a leveraged approach to token sales: pledge existing crypto as collateral, borrow stablecoins to buy tokens in a launchpad offering, sell after public listing, and repay principal plus interest. It describes flexible and fixed-term loan…

CryptoRisk managementPosition sizingExecution
Bitget Academy

The article explains why technology shares may come under pressure when bond yields and oil prices rise. Higher yields can reduce the present value investors assign to future earnings, while increased financing costs and questions about returns on AI…

EquitiesFixed incomeVolatilityRisk management
Bitget Academy

The article examines whether a trader can earn $100 per day from stocks, emphasizing that the required return depends on account size. It gives examples ranging from a high daily percentage target on a small account to lower targets on larger balances, and…

EquitiesCryptoRisk managementPosition sizing
Bitget Academy

The article defines bull markets as sustained advances often associated with economic strength and investor confidence, and bear markets as prolonged declines accompanied by weakening confidence and selling. It gives selected historical Bitcoin price…

CryptoTrend followingMomentumRisk management
Bitget Academy

The article presents three sample allocations using exchange yield products, stablecoin savings, staking, a stock index ETF, structured products, and leveraged looping. The conservative mix emphasizes flexible stablecoin and cash products with a smaller…

CryptoEquitiesPortfolio constructionRisk management
Bitget Academy

The guide explains how margin enables leveraged futures positions, defining initial margin as the collateral needed to open a position and maintenance margin as the minimum account value needed to keep it open. If equity falls below the maintenance…

CryptoFuturesRisk managementPosition sizing
Bitget Academy

The document distinguishes dollar-cost averaging as an investment rule—investing a fixed amount on a schedule regardless of price—from recurring buy as an automation feature that executes scheduled orders. It compares manual execution, which offers control…

CryptoSpot marketsPosition sizingRisk management
Bitget Academy

The article profiles an investor who uses AI to gather earnings information, scan indicators, and summarize market developments. After losing money across a broad collection of altcoins, he shifted toward researching a smaller set of companies he…

EquitiesCryptoUS marketsTechnical indicators
Bitget Academy

This guide outlines the two stages of Bitget’s TraderPro program: qualifying through a demo challenge and then trading through an elite trader sub-account. The demo criteria include a minimum number of trading days, a return threshold maintained for a…

CryptoFuturesRisk managementPosition sizing
Bitget Academy

The guide explains copy trading as automated execution of another trader’s positions, while the copied trader remains responsible for the underlying decisions. It contrasts this with rule-based trading bots and manual trading, and describes how a follower…

CryptoFuturesRisk managementPosition sizing
Bitget Academy

The guide presents small-account forex trading as a way to learn execution and discipline, not as a shortcut to rapid wealth. It explains how lot size changes the cash impact of a pip move, recommends calculating position size from a predefined loss limit,…

ForexFuturesRisk managementPosition sizing
Bitget Academy

This guide describes a futures martingale bot that opens an initial position when trigger conditions are met, adds safety orders as price moves against the position, and seeks to exit when price rebounds. It frames the approach for volatile markets and…

CryptoFuturesGrid tradingRisk management
Bitget Academy

The article sets out risk-management practices for following traders in leveraged CFD markets. It recommends assessing a trader’s maximum drawdown rather than relying only on return, since drawdown indicates the historical decline from an account peak. It…

Risk managementPosition sizingPortfolio constructionFutures
Bitget Academy

The document explains two ways to size trades when copying a CFD trader. Fixed ratio scales copied positions according to the relative account funds, aiming to make the copier’s exposure track the trader’s. Fixed lot copies a preset number of lots regardless…

Risk managementPosition sizingExecution
Bitget Academy

The document explains how multi-asset margin works for USDT-margined futures. In single-asset mode, only USDT contributes to margin; in multi-asset mode, supported coins can also count, but their value is discounted by a haircut rate. It illustrates a tiered…

CryptoFuturesRisk managementPosition sizing
Bitget Academy

The document explains a basic process for staking MATIC through a wallet and Polygon’s staking interface, and describes staking as a way to support network security while receiving rewards. It says rewards are generated through network inflation and…

CryptoRisk managementPosition sizingDeFi
Bitget Academy

The document explains Bitget’s spot auto-invest feature for recurring purchases of U.S. stock rTokens. Users choose supported assets, set an investment amount and purchase frequency, then let the system place purchases automatically. It also says users can…

EquitiesSpot marketsPosition sizingExecution
Bitget Academy

The document explains how BGSOL represents staked SOL: staking rewards accrue through a rising BGSOL-to-SOL conversion ratio, and the token may serve as margin on Bitget. It describes two yield approaches. For funding arbitrage, hold BGSOL and short the…

CryptoArbitragePerpetual futuresCarry
Bitget Academy

The guide explains how followers can select futures, spot, or bot copy trading in a mobile app, review trader or strategist profiles, and set trade allocations. It describes fixed sizing, which assigns a set amount per trade, and multiplier sizing, which…

CryptoFuturesSpot marketsPosition sizing
Bitget Academy

This guide proposes a data-oriented process for selecting cryptocurrency trading bots or their operators for copy trading. It recommends reviewing total and recent returns, operating history, return stability, maximum drawdown, copier counts, user feedback,…

CryptoMachine learningBacktestingRisk management
Bitget Academy

This beginner guide explains how leverage lets a trader control a CFD position larger than the margin posted. It defines margin as collateral rather than a fee and gives the relationship between leverage, position value, and margin. Simple examples compare…

Risk managementPosition sizing
Bitget Academy

The document explains how supported unrealized profit from a Cross Margin futures position can contribute to available margin for opening another position while the original trade remains open. It distinguishes unrealized PnL, which changes with market…

CryptoPerpetual futuresRisk managementPosition sizing