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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
WonderTrader
14 documents
Alphalens
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

1,747 documents

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
Bitget Academy

Futures grid trading automates a sequence of buy and sell orders at set price intervals within a chosen range. Long grids seek to benefit from rising prices, short grids from falling prices, and neutral grids combine both directions. The approach applies…

CryptoFuturesGrid tradingPerpetual futures
Bitget Academy

The guide explains that gold-backed tokens represent claims linked to physical gold held in custody, and describes their potential advantages, including fractional access, exchange trading, and blockchain-based records. It profiles PAXG and XAUT, summarizing…

CryptoCommoditiesFuturesPerpetual futures
Bitget Academy

The document describes Somnia as an EVM-compatible Layer 1 intended for real-time applications such as games, metaverse environments, and decentralized social platforms. It outlines the project’s claimed performance design: parallel data chains ordered by a…

CryptoFuturesPerpetual futuresRisk management
Bitget Academy

This article surveys expected and active token distributions across wallet, NFT, interoperability, trading, and liquidity protocols. It describes common qualification signals: sustained product use, points programs, trading volume, liquidity provision,…

CryptoDeFiOn-chain dataPerpetual futures
Bitget Academy

The document introduces the launch of a USDT-margined perpetual futures market for BGB and argues that futures trading could broaden participation, liquidity, and price discovery. It presents the relationship between the exchange and its native token as…

CryptoFuturesPerpetual futuresRisk management
Bitget Academy

The document explains how traders can gain price exposure to crude oil, silver, and copper through USDT-settled perpetual futures. It describes long and short positions, continuous trading access, leverage, margin settlement, periodic funding, and the…

CommoditiesFuturesPerpetual futuresExecution
Bitget Academy

The article explains cross-asset capital efficiency through a unified margin account: eligible crypto and tokenized U.S. stock holdings can contribute collateral across supported spot, margin, futures, and borrowing products. It describes how collateral…

CryptoEquitiesMulti-assetDerivatives pricing
Bitget Academy

The guide introduces dYdX as a decentralized exchange focused on perpetual cryptocurrency contracts. It explains that perpetuals have no fixed expiry, describes leverage and wallet-based access, and walks through connecting a wallet, depositing funds,…

CryptoPerpetual futuresExecutionRisk management
Bitget Academy

The document describes routes to obtain exposure to SK Hynix after its Nasdaq ADR listing: a traditional brokerage account or exchange products that accept USDT. It distinguishes rSKHY, presented as spot-style exposure tracking the ADR price, from SKHYUSDT…

EquitiesSpot marketsPerpetual futuresExecution
Bitget Academy

This article presents bullish, moderate, and bearish price scenarios for Ethena’s ENA token across 2025 through 2030, then considers whether ENA could reach $10. It describes Ethena as an Ethereum-based DeFi protocol whose USDe synthetic dollar combines…

CryptoDeFiPerpetual futuresSpot markets
Bitget Academy

The article describes Lighter as an Ethereum Layer 2 perpetual futures venue that uses zero-knowledge circuits for order matching and liquidations, with the stated goal of making execution verifiable on-chain. It also outlines the platform’s claimed Ethereum…

CryptoPerpetual futuresMarket microstructureDeFi
Bitget Academy

The document explains how Bitget futures positions can be partially or fully liquidated when they no longer meet maintenance-margin requirements. It describes the roles of initial and maintenance margin, mark price, position tiers, and account collateral.…

CryptoFuturesPerpetual futuresRisk management
Bitget Academy

The document compares crypto exchange products that provide exposure to U.S. stock prices: tokenized stocks and USDT-margined stock perpetual futures. It describes tokenized stocks as spot-like products generally offered without leverage or funding rates,…

CryptoEquitiesMulti-assetPerpetual futures
Bitget Academy

The document outlines two ways to trade stock-linked assets with USDT: spot-style tokenized stocks and perpetual futures. It characterizes spot tokens as unleveraged exposure suited to holding, while perps enable long and short positions and continuous…

EquitiesPerpetual futuresSpot marketsRisk management
Bitget Academy

The document compares four ways to access Nasdaq-listed stocks or related markets: direct shares, tokenized stock exposure, perpetual futures, and index CFDs. It explains how ownership, trading hours, margin, leverage, funding, dividends, and shareholder…

EquitiesFuturesPerpetual futuresRisk management
Bitget Academy

The article compares three ways Bitget US Stock 2.0 provides exposure to U.S. equities: direct shares through Stock+, tokenized stock exposure through rTokens, and USDT-margined perpetual contracts. It explains that the products differ in ownership rights,…

EquitiesCryptoMulti-assetPerpetual futures
Bitget Academy

This article explains a market-neutral funding strategy using a long position in a stock-linked rToken and an equal-notional short in its corresponding perpetual futures contract. The spot and short positions are intended to offset most directional exposure,…

CryptoArbitrageCarryPerpetual futures
Bitget Academy

This article reviews BGB's rise above $2 in December 2024 and compares its reported 2024 price performance, market-capitalization growth, and trading-volume changes with several other centralized-exchange tokens. It attributes demand partly to ecosystem…

CryptoMomentumPerpetual futures
Bitget Academy

The document describes Lighter as an Ethereum-based perpetual futures exchange using a custom zero-knowledge rollup. Its off-chain order book processes orders under price-time priority, while proofs are intended to attest to matching, margin checks,…

CryptoPerpetual futuresDeFiMarket microstructure
Bitget Academy

The document explains Bitget TradFi perpetual futures linked to selected pre-IPO companies, stocks, and global ETFs. Positions use USDT as margin and settlement, support long and short exposure, and have no fixed expiry. It describes pre-IPO pricing as a…

CryptoFuturesPerpetual futuresRisk management
Bitget Academy

The document describes USDT-margined perpetual futures linked to tokenized U.S. stock and index prices. It explains that these contracts provide synthetic long or short exposure rather than ownership of shares, can trade beyond regular equity-market hours,…

EquitiesFuturesPerpetual futuresRisk management
Bitget Academy

The document argues that round-the-clock stock-linked perpetuals let traders adjust or hedge positions after U.S. cash-market hours, including around earnings releases, overnight macro news, and weekend events. It contrasts this access with cash equities,…

EquitiesPerpetual futuresEvent-drivenExecution
Bitget Academy

The document explains stock perpetual futures as USDT-margined derivatives that track selected U.S. shares. They allow long and short positions without owning shares, have no fixed expiry, and use funding payments. It compares these contracts with tokenized…

EquitiesFuturesPerpetual futuresDerivatives pricing