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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

The article explains how eligible tokenized U.S. stock and ETF exposures, called rTokens, may be used as trading margin or pledged as collateral for crypto loans on Bitget. It distinguishes margin, which supports trading positions, from loans, which provide…

CryptoEquitiesRisk managementPosition sizing
Bitget Academy

The document gives a brief procedural overview of creating a spot Martingale bot on Bitget through either its website or mobile app. Users choose a trading pair, such as BTC/USDT, then select an AI-assisted or manual configuration. The app instructions also…

CryptoSpot marketsMean reversionPosition sizing
Bitget Academy

The article proposes assigning separate roles to three automated crypto approaches: recurring purchases for long-term accumulation, spot grid bots for choppy markets, and futures grid bots for tactical directional trades or hedging. It illustrates a neutral…

CryptoGrid tradingTrend followingPosition sizing
Bitget Academy

The document outlines a seven-step process for a first CFD trade: choose a familiar, liquid asset; decide whether to go long or short; size the position around an acceptable loss; set stop-loss and take-profit levels; check the order; monitor the position;…

FuturesForexRisk managementPosition sizing
Bitget Academy

The document explains familiar animal metaphors used to describe market views and trader behavior. Bulls expect rising prices and tend to take long positions, while bears expect declines and are associated with short positions. Other labels describe…

Risk managementPosition sizingMarket microstructure
Bitget Academy

This FAQ describes rTokens as on-chain tokens representing beneficial economic rights to U.S. stocks and ETFs, with the underlying securities held through brokerage and custody arrangements. It distinguishes these tokens from direct share ownership: holders…

EquitiesCryptoOn-chain dataRisk management
Bitget Academy

The document explains a fixed coupon note linked to a single U.S. stock rToken and funded with USDT. At maturity, the product compares an observation price with a preset strike: if the observation price is at or above the strike, the subscriber receives USDT…

CryptoOptionsRisk managementPosition sizing
Bitget Academy

This guide explains how CFD copy trading mirrors a lead trader’s positions in a copier’s account. It outlines proportional sizing based on account equity and fixed-lot sizing, plus how copied position reductions and independently set take-profit and…

ForexCommoditiesRisk managementPosition sizing
Bitget Academy

The document explains a progressive margin schedule for XAUUSD CFDs. Exposure is calculated from lot count, contract size, price, and exchange rate; each portion of exposure is then charged at the rate for its tier. Lower tiers use lower rates, while larger…

Risk managementPosition sizingDerivatives pricingCommodities
Bitget Academy

The guide explains perpetual contracts linked to standardized rental price indices for H100 and B200 GPU capacity. Traders take financially settled long or short positions based on expected changes in compute rental prices; they do not buy GPUs or obtain…

CryptoPerpetual futuresDerivatives pricingRisk management
Bitget Academy

This guide presents a framework for selecting crypto traders or automated strategies to copy. It recommends reviewing returns across multiple periods and prioritizing consistency over isolated spikes. For futures traders, it points to maximum drawdown; for…

CryptoFuturesSpot marketsRisk management
Bitget Academy

The article describes how employer and provider choices shape access to cryptocurrency in 401(k) plans, then discusses available routes such as direct Bitcoin offerings and brokerage windows. It compares reported crypto and index fund fees, outlines small…

CryptoRisk managementPosition sizingPortfolio construction
Bitget Academy

The article explains Huma Finance’s PayFi model, which uses expected income such as payroll, invoices, or remittances as the basis for decentralized credit rather than requiring crypto collateral. It describes smart-contract payment schedules, a mix of…

CryptoDeFiSpot marketsRisk management
Bitget Academy

The document explains how Bitget GetAgent Playbook structures automated trading strategies before activation. A Playbook can specify market conditions, signals, triggers, risk settings, position sizing, exits, and stop conditions. Users can preview and…

CryptoMachine learningRisk managementExecution
Bitget Academy

The guide explains how futures liquidation occurs when account equity and unrealized losses leave too little margin to meet maintenance requirements. It identifies excessive leverage, oversized positions, missing stop-losses, and emotionally driven averaging…

CryptoFuturesPerpetual futuresRisk management
Bitget Academy

The article presents an earnings-report review framework built around profitability, growth, operational efficiency, and solvency or liquidity. It names measures such as margins, EPS, year-over-year growth, turnover ratios, cash flow, debt levels, and…

EquitiesUS marketsEvent-drivenRisk management
Bitget Academy

The guide presents a screening process for selecting traders to copy in CFD markets. It recommends comparing return curves across several timeframes with maximum drawdown, win rate, average profit versus loss, track record length, follower outcomes, and…

ForexRisk managementPosition sizingStatistics
Bitget Academy

This interview presents investor Frank’s approach to U.S. equities and crypto across several market cycles. For stock selection, he prioritizes industry position, competitive advantage, revenue and earnings growth, and guidance, using valuation multiples as…

EquitiesCryptoTrend followingRisk management
Bitget Academy

The article reviews Janover’s commercial real estate technology business, including transaction fees, software subscriptions, and its stated move toward AI tools. It frames JNVR as a volatile micro-cap exposed to financing conditions, competition, cash burn,…

EquitiesUS marketsRisk managementPosition sizing
Bitget Academy

The document explains point value as the monetary gain or loss caused by a one-unit price move in a CFD. It distinguishes the number of points moved from the money each point represents, then gives the basic calculation: price movement multiplied by point…

Risk managementPosition sizingDerivatives pricing
Bitget Academy

This short notice describes a CATS token launchpool promotion in which participants lock BGB or USDT to receive a share of the corresponding reward pool. Each participant’s allocation is calculated in proportion to their locked balance relative to the total…

CryptoSpot marketsPosition sizing
Bitget Academy

The article connects geopolitical risk to commodity price moves: conflict can increase safe-haven demand for gold and silver, while threats to oil supply routes can raise crude prices. It describes gold-linked exposure alongside silver and oil trading…

CommoditiesVolatilityRisk managementPosition sizing
Bitget Academy

The document compares two ways to collateralize leveraged futures positions. With isolated margin, a trader allocates funds to an individual position, limiting the funds exposed to that position's liquidation. This can contain losses on a speculative trade,…

CryptoFuturesRisk managementPosition sizing
Bitget Academy

The document explains why margin ratio can be a more useful ongoing risk indicator than focusing only on an estimated liquidation price in the described CFD interface. It gives a formula based on account equity and unrealized profit or loss relative to…

Risk managementPosition sizingFutures