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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 a self-hosted Bitcoin and Lightning payment setup with custodial, full-service exchanges. Self-hosting can give users control of private keys and allow measures such as multi-signature authorization, but the user assumes responsibility…

CryptoRisk managementExecutionMarket microstructure
Bitget Academy

The guide distinguishes three ways to access U.S. stock exposure through a crypto-focused platform: direct shares and ETFs, tokenized stock products, and stock perpetual futures. Direct stock trading is described as a weekday service with extended sessions,…

EquitiesFuturesExecutionRisk management
Bitget Academy

The article describes stock perpetual futures as a way to trade price exposure beyond regular exchange hours. It explains how periodic funding payments between long and short holders are intended to keep a contract near its underlying stock index, and…

EquitiesPerpetual futuresMarket microstructureExecution
Bitget Academy

The document explains why an executed trade can differ from the price a trader expected, focusing on stop and take-profit orders. Prices may move in jumps, leaving a stop level untraded; the order then fills at an available price beyond the trigger. The…

ExecutionMarket microstructureRisk management
Bitget Academy

The article presents MicroStrategy, identified by ticker MSTR, as an equity whose valuation reflects both its software business and its substantial Bitcoin treasury. It outlines potential drivers of price changes, including Bitcoin moves, earnings, corporate…

EquitiesCryptoVolatilityRisk management
Bitget Academy

Slippage is the gap between an expected or trigger price and the eventual execution price. The document explains that prices can jump past a stop level, so a stop order may fill at the next available quote. Its gold example illustrates an adverse fill after…

ExecutionMarket microstructureRisk management
Bitget Academy

The document introduces Sei as a layer-1 blockchain designed for digital asset trading. It describes a Twin Turbo consensus mechanism, parallel processing, and an order-matching approach intended to reduce latency and improve throughput. Its stated design…

CryptoMarket microstructureExecutionHigh-frequency trading
Bitget Academy

The document explains zkLink as infrastructure for combining assets and applications across blockchain networks using zero-knowledge proofs. It distinguishes zkLink Nova, an Ethereum and Layer 2 aggregated rollup aimed at shared access to assets and…

CryptoDeFiMarket microstructureExecution
Bitget Academy

This beginner guide walks through funding a USDT-margined futures account and placing an initial order. It explains long and short positions, cross and isolated margin, leverage, and common order types: limit, market, and trigger orders. It also recommends…

FuturesCryptoExecutionRisk management
Bitget Academy

The document compares four tools used to build crypto trading systems with AI agents. It assigns MCP to structured tool calls and agent-readable exchange context, REST APIs to deterministic account operations and order execution, WebSockets to live prices,…

CryptoExecutionMarket microstructureRisk management
Bitget Academy

This guide presents a master and sub-account structure for firms running multiple trading desks. It describes separating spot and futures market making, arbitrage, hedging, quantitative strategies, and longer-term portfolios into distinct account…

CryptoExecutionHigh-frequency tradingRisk management
Bitget Academy

The document describes how an institutional trading firm can use a master account and multiple sub-accounts to organize desks, strategies, capital, and API credentials. Separate accounts can make it easier to attribute positions and activity, assign teams,…

CryptoExecutionHigh-frequency tradingRisk management
Bitget Academy

The document explains peer-to-peer cryptocurrency exchanges as marketplaces where users agree directly on a trade. A seller posts an asset, price, and amount; the platform matches a buyer, holds the crypto in escrow during payment, and releases it after the…

CryptoSpot marketsExecutionRisk management
Bitget Academy

The article reviews security controls attributed to Hype Wallet, a service for cross-border business payouts, including encryption, multifactor authentication, transaction monitoring, identity checks, segregated customer funds, and configurable transfer…

CryptoRisk managementExecutionOn-chain data
Bitget Academy

An OCO order pairs a limit order with a stop limit order so a trader can express two conditional entry or exit possibilities at once. If either order executes, the platform cancels the other; manually canceling one also cancels its counterpart. The limit leg…

CryptoSpot marketsExecutionRisk management
Bitget Academy

The article describes a platform-specific system for copying trades in selected tokenized U.S. stock assets. An eligible lead trader opens a supported spot position, and copiers follow its opening signal according to their settings. It outlines account and…

CryptoEquitiesSpot marketsExecution
Bitget Academy

The article explains spot trading as buying or selling an asset for near-immediate delivery and ownership. It outlines crypto spot venues: centralized exchanges, which match orders through order books and may offer fiat access, and decentralized exchanges,…

CryptoSpot marketsFuturesExecution
Bitget Academy

The document explains why resting order-book depth can matter when trading Amazon stock futures around earnings releases. It contrasts depth with recent trading volume, arguing that visible limit orders are more directly relevant to immediate execution and…

EquitiesFuturesExecutionMarket microstructure
Bitget Academy

The document explains how private mode changes access to an elite trader’s copy-trading profile. Enabling it removes the trader from public discovery and limits new followers to people with whitelist invitations. Existing followers and their profit shares…

CryptoExecutionRisk management
Bitget Academy

The article describes two ways a Unified Account can increase capital efficiency for trading TSMC-linked rTokens. First, it presents leveraged spot buying of rTSM, comparing unleveraged exposure with a five-times leveraged example. Second, it says unrealized…

EquitiesRisk managementPosition sizingExecution
Bitget Academy

This beginner guide explains the lifecycle and vocabulary of stablecoin-margined perpetual futures. It distinguishes long and short positions, leverage, opening and maintenance margin, position value, funding, and realized versus unrealized profit and loss.…

CryptoFuturesPerpetual futuresRisk management
Bitget Academy

This procedural guide explains how a Bitget user can create a peer-to-peer trading advertisement. The described setup includes choosing whether to buy or sell, selecting a crypto asset and fiat currency, setting fixed or floating pricing, and entering trade…

CryptoExecutionMarket microstructure
Bitget Academy

The document explains Bitcoin mining as the proof-of-work process that validates transactions, adds blocks, and issues rewards. Miners repeatedly generate hashes in search of one that meets the network target; greater computing power improves the chance of…

CryptoRisk managementExecution
Bitget Academy

The article explains that USDT cannot directly purchase traditional Cencora shares on the NYSE. It outlines the operational bridge: complete identity checks, exchange USDT for fiat currency, withdraw the funds to a bank, and then deposit them with a licensed…

CryptoEquitiesExecutionRisk management