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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
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

9,660 documents

Bitget Academy

The article contrasts basic trading interfaces with advanced platforms. It describes basic interfaces as streamlined for placing trades and checking balances, while advanced tools may provide order-book depth, detailed charts, volume profiles, analytics,…

ExecutionMarket microstructureTechnical indicators
Bitget Academy

The article describes Blum as a hybrid crypto platform combining centralized and decentralized exchange features. It outlines an approach using off-chain order books with on-chain settlement, access across multiple blockchain networks, MPC wallet options,…

CryptoMarket microstructureExecutionDeFi
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

This comparison describes a way to evaluate crypto exchanges through aggregated app-store and independent review feedback. It identifies recurring criteria associated with user satisfaction: reliable uptime and execution during volatile periods, security…

CryptoFuturesExecutionMarket microstructure
Bitget Academy

The guide describes gold exposure through contracts for difference rather than ownership of bullion. Positions are funded with USDT and can be taken long or short across gold pairs quoted against several currencies. It outlines two pricing models: one…

CommoditiesDerivatives pricingRisk managementExecution
Bitget Academy

The article describes borrowing crypto against existing holdings to fund short-term trades on the same exchange. It suggests using market movers, volume leaders, sharp declines, and new listings to spot assets that might rebound, then buying with borrowed…

CryptoArbitrageRisk managementExecution
Bitget Academy

The document describes institutional liquidity for contracts for difference and contrasts it with retail liquidity. It highlights straight-through order routing, aggregation of quotes from banks and non-bank market makers, multi-level depth, low-latency…

ExecutionMarket microstructureHigh-frequency tradingRisk management
Bitget Academy

This glossary introduces terminology for USDT-margined perpetual futures tied to precious metals such as gold and silver. It defines long and short positions, leverage, initial and maintenance margin, mark price, funding rate, unrealized and realized profit…

FuturesCommoditiesPerpetual futuresRisk management
Bitget Academy

The article explains how forced liquidation differs from a planned stop loss: liquidation occurs when losses erode equity until the platform’s margin threshold is reached, while a stop lets the trader choose an exit in advance. It stresses that margin is…

Risk managementPosition sizingExecutionVolatility
Bitget Academy

This guide explains a broker’s CFD product for trading forex, metals, oil, and stock indices through an account funded with USDT. It outlines the account setup, transfer of collateral, selection of an instrument, order placement, and order monitoring. CFDs…

Multi-assetForexCommoditiesEquities
Bitget Academy

The document compares three CFD account modes by fees, spreads, quote depth, access, switching, and intended users. ECN charges a symbol-dependent fee per lot and offers raw spreads with standard shared depth. STP has no stated transaction fee but uses an…

ExecutionMarket microstructureHigh-frequency tradingArbitrage
Bitget Academy

The document compares three digital asset platform models. Centralized exchanges hold assets and manage trading through an operator, typically offering accessible onboarding, fiat access, and liquidity while exposing users to custody, outage, and platform…

CryptoDeFiExecutionMarket microstructure
Bitget Academy

The article describes Tomarket, a Telegram-connected marketplace on TON for assets such as real-world assets, crypto bond yields, points, and pre-circulation tokens. It presents community trading as a way to improve liquidity and price discovery for assets…

CryptoMarket microstructureDeFiExecution
Bitget Academy

The document explains Ethereum’s Dencun upgrade through the broader scaling challenge facing Layer 1 blockchains. It describes how Layer 2 rollups process activity away from the main execution layer and rely on Ethereum for data availability. Dencun’s…

CryptoDeFiExecution
Bitget Academy

The article compares ways to buy Bitcoin using PayPal, distinguishing PayPal’s in-app custodial service from third-party exchanges that accept PayPal as a funding method. It evaluates platforms across payment availability, purchase and trading fees, external…

CryptoSpot marketsExecutionRisk management
Bitget Academy

The article compares buying Bitcoin through PayPal’s own custodial service with funding a third-party exchange through PayPal. It frames the choice around convenience, transaction and trading fees, geographic availability, regulatory access, withdrawal…

CryptoSpot marketsExecutionRisk management
Bitget Academy

The document explains a spot grid bot through a BTC/USDT example. It describes a series of price levels and how the bot places initial buy orders across lower grids and sell orders across higher ones, subject to available market depth. When price falls…

CryptoSpot marketsGrid tradingExecution
Bitget Academy

The article outlines infrastructure institutional desks may assess when choosing a crypto venue: executable liquidity, collateral efficiency, API capacity, market-data speed, financing, and risk controls. It describes a unified account model that can pool…

CryptoExecutionMarket microstructurePortfolio construction
Bitget Academy

The article explains how Bitget presents major global equity indices as leveraged CFD-style products, with USDT collateral and MT5 trading infrastructure. It lists U.S., European, and Asia-Pacific benchmarks and explains that traders speculate on index price…

EquitiesMulti-assetExecutionRisk management
Bitget Academy

The document describes Folks Finance as a multichain DeFi protocol offering lending, borrowing, staking, swaps, and governance. It outlines overcollateralized loans, a DEX aggregator with split routing, collateral and multi-borrow tools, flash loans, and…

CryptoDeFiOn-chain dataExecution
Bitget Academy

This beginner overview explains shares as ownership interests and presents stock prices as reflecting company prospects, investor confidence, and supply and demand. It names company earnings, market sentiment, news, institutional flows, and trading volume as…

EquitiesUS marketsExecution
Bitget Academy

The article introduces Jambo as an Africa-focused Web3 project built around a mobile app, an affordable phone, and local education and community programs. It describes app features including crypto trading, NFTs, games, and learning resources, and presents…

CryptoDeFiSpot marketsExecution
Bitget Academy

The guide explains why leveraged CFD copy trading can lead to liquidation even when a user follows an experienced trader. Copied positions expose the follower to leverage and adverse price moves, while several concurrent strategies can concentrate exposure.…

CryptoRisk managementPosition sizingExecution
Bitget Academy

The document explains how fractional share orders can give eligible users exposure to U.S.-listed stocks and ETFs without buying whole shares. It describes order sizes beginning at 0.0001 shares and supported investments starting at 10 USDT, while noting…

EquitiesUS marketsPosition sizingExecution