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

19,452 documents

Bitget Academy

The article introduces leverage in crypto futures by distinguishing spot ownership from derivatives exposure and defining margin as the capital deposited to support a position. It illustrates how borrowed exposure scales a Bitcoin long: with a fixed amount…

CryptoFuturesRisk managementPosition sizing
Bitget Academy

The article recounts MemeFi’s planned MEMEFI token listing, including several schedule changes and the project’s stated reasons: technical preparation, exchange integration, and a shift from Linea to Sui. It also describes an airdrop tied to player activity,…

CryptoEvent-drivenSentiment
Bitget Academy

The article describes a US executive order directing agencies to develop a framework for including cryptocurrency and other alternative assets in employer retirement plans. It traces the shift from earlier Department of Labor caution toward a more neutral…

CryptoUS marketsPortfolio constructionRisk management
Bitget Academy

The article assesses whether Bitcoin may be nearing the end of a correction. It frames the recent drawdown against historical pullbacks and points to institutional adoption, returning risk appetite, possible Federal Reserve easing, and US regulatory progress…

CryptoOn-chain dataOptionsMomentum
Bitget Academy

The article introduces Pearson correlation and distinguishes short-term return co-movement from relationships between price levels over time. It compares Bitcoin with equities and gold, citing a two-year BTC–S&P 500 correlation of 0.36 and BTC–gold…

CryptoEquitiesStatisticsPortfolio construction
Bitget Academy

This guide describes a platform model for accessing cryptocurrency and commodity perpetual futures through one USDT-margined account. It lists crude oil, Brent oil, and natural gas contracts, then outlines the usual workflow: fund the futures account, select…

CryptoCommoditiesFuturesPerpetual futures
Bitget Academy

The document explains funding in perpetual futures as a periodic transfer between long and short position holders. A positive rate generally means longs pay shorts, while a negative rate means shorts pay longs. This mechanism is intended to keep perpetual…

CryptoFuturesPerpetual futuresDerivatives pricing
Bitget Academy

The article explains decentralized finance through the example of MakerDAO: users can deposit crypto assets such as ETH to generate DAI, then use that stablecoin for lending. It describes protocol governance, where participants propose changes for community…

CryptoDeFiOn-chain dataRisk management
Bitget Academy

This article describes DEGEN’s origins as a community reward token associated with Farcaster and its use on Ethereum and a layer-3 network. It presents price forecasts through 2030, alongside technical observations including an upward breakout, elevated…

CryptoTechnical indicatorsMomentumSentiment
Bitget Academy

This dated bulletin reports cryptocurrency market conditions on January 5, 2023. Its spot section gives Bitcoin and Ethereum price changes, notes mixed altcoin performance, and lists several fan tokens among the day’s leading gainers, alongside selected…

CryptoFuturesSpot marketsSentiment
Bitget Academy

This dated market bulletin summarizes cryptocurrency spot and futures activity on July 20, 2022. It reports Bitcoin and Ethereum price changes, selected altcoin moves, and daily gainers and losers. For futures, it highlights aggregate open interest and…

CryptoFuturesSpot marketsMarket microstructure
Bitget Academy

The article explains Circle’s post-earnings share decline by focusing on the gap between strong reported growth and concerns about future profitability. It reports higher quarterly revenue, net income, and USDC circulation, alongside a reduced gross margin…

EquitiesCryptoUS marketsSentiment
Bitget Academy

The article distinguishes Bitget Stock+, which it describes as direct U.S. stock and ETF positions held through licensed brokers, from Bitget rTokens, which provide tokenized economic exposure within a crypto exchange. It explains that Stock+ is intended for…

EquitiesCryptoUS marketsExecution
Bitget Academy

The article describes Sahara AI as a blockchain-based platform for creating, registering, licensing, and monetizing AI assets such as datasets, models, and agents. It outlines four layers: user applications, blockchain transactions and identity, data storage…

CryptoMachine learningOn-chain dataDeFi
Bitget Academy

The article describes Manadia (UMXM) as a proposed infrastructure protocol connecting external data, AI agent decisions, and blockchain settlement. Its architecture has three parts: a data layer that aggregates and challenges inputs, agents that process…

CryptoMachine learningDeFiOn-chain data
Bitget Academy

The article weighs ADA’s short-term price setup against longer-term network developments. Technically, it describes a narrowing trading range after a retreat from the year’s high, with nearby support and resistance levels that could shape a breakout or…

CryptoTechnical indicatorsBreakoutOn-chain data
Bitget Academy

The article attributes a sharp Zcash rally to several narratives: an approaching reduction in block rewards, renewed interest in financial privacy, and a reported large purchase by investors. It explains Zcash’s use of zero-knowledge cryptography and its…

CryptoMomentumBreakoutTechnical indicators
Bitget Academy

The document describes Yuliverse, a blockchain game and social platform built around location-based exploration. Players can pursue quests alone, automate resource gathering through a roaming mode, or meet nearby users for cooperative tasks. Its social…

CryptoDeFiSpot markets
Bitget Academy

The document introduces POL as Polygon’s network token, describing its stated roles in staking, transaction fees, and governance. It also outlines Polygon’s relationship to Ethereum and discusses features such as AggLayer, alongside comparisons with Arbitrum…

CryptoDeFiUS marketsSpot markets
Bitget Academy

The document explains Morgan Stanley's proposed spot Bitcoin trust and argues that its potential distinction lies in distribution: the bank could offer its own ETF through its wealth advisors and retail platform. It describes the proposed fund's custody,…

CryptoSpot marketsEvent-drivenRisk management
Bitget Academy

The document describes API3 as a protocol for supplying off-chain data to decentralized applications through dAPIs. It presents these feeds as operated by data providers and intended to reduce reliance on third-party oracle intermediaries. The stated design…

CryptoDeFiRisk managementOn-chain data
Bitget Academy

The document introduces GMCI30USDT perpetual futures as a way to gain exposure to a basket of leading cryptocurrencies through one contract. It describes the GMCI 30 Index as market-cap weighted, with eligibility considerations for exchange and custodian…

CryptoFuturesPerpetual futuresPortfolio construction
Bitget Academy

The document describes PumpBTC as a liquid staking protocol that connects Bitcoin deposits to Babylon’s system for using BTC to support proof-of-stake networks. In the stated flow, users deposit BTC and receive PumpBTC tokens representing their staked…

CryptoDeFiMulti-asset
Bitget Academy

The article presents Applied Digital as a company combining high-performance computing data centers, AI hosting, and cryptocurrency mining. It identifies potential share-price drivers such as digital-asset prices, energy costs, hosting contracts, capital…

EquitiesCryptoUS marketsRisk management