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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

3,298 documents

Bitget Academy

The document explains Williams %R as a fast oscillator for short-term trading. It describes its inverted scale, with values near zero labeled overbought, values near minus one hundred labeled oversold, and the midpoint used to gauge momentum. It warns that…

Technical indicatorsTrend followingMomentumBreakout
Bitget Academy

The document presents a bearish short-term view of gold after a reported sharp decline, attributing pressure to rising oil prices, renewed inflation concerns, a hawkish Federal Reserve outlook, higher Treasury yields, and a firm dollar. It identifies nearby…

CommoditiesEvent-drivenTechnical indicatorsVolatility
Bitget Academy

The document explains why gold and the U.S. dollar often move inversely, while emphasizing that the relationship changes with the forces driving dollar demand. A stronger dollar can make dollar-priced gold more expensive for foreign buyers and may coincide…

CommoditiesForexRisk management
Bitget Academy

The document interprets a weak U.S. employment report as a catalyst for lower expectations of further Federal Reserve rate hikes, which supported technology shares and gold. It discusses payroll declines, a shrinking labor force behind a lower unemployment…

US marketsEquitiesCommoditiesEvent-driven
Bitget Academy

The document describes Unitas, a DeFi protocol built around USDu, a synthetic dollar, and sUSDu, a savings token received by staking USDu. It explains that the protocol seeks to generate yield through liquidity provision, trader PnL, perpetual-market funding…

CryptoDeFiPerpetual futuresRisk management
Bitget Academy

Bitcoin halving is a protocol rule that cuts the block reward in half every 210,000 blocks, roughly once every four years. Because mining rewards issue new bitcoin, each reduction slows the rate of new supply; the article connects this schedule to Bitcoin’s…

CryptoRisk management
Bitget Academy

The article describes holding a tokenized stock, or rToken, while shorting a perpetual contract linked to the same underlying stock. For example, a long rNVDA position paired with a similar-notional short NVDA perpetual is intended to offset much of the…

EquitiesCryptoDerivatives pricingRisk management
Bitget Academy

The guide defines coin sniping as attempting to buy a token when decentralized exchange liquidity first becomes available, often competing with automated bots for early execution. It contrasts this launch-focused approach with meme trading, where social…

CryptoDeFiOn-chain dataExecution
Bitget Academy

The article frames an upcoming U.S. CPI release as a catalyst for a technology-led equity rally. It describes how a hotter inflation reading could lift Treasury yields and the dollar, revive expectations of Federal Reserve rate increases, and pressure…

EquitiesUS marketsEvent-drivenVolatility
Bitget Academy

The guide explains how to monitor public blockchain addresses using block explorers, portfolio dashboards, and automated alert systems. It distinguishes hot and cold wallets, exchange reserves, and smart contract or multisignature wallets, noting that their…

CryptoOn-chain dataRisk managementPortfolio construction
Bitget Academy

This market-news analysis describes Bitcoin’s sharp December 11, 2023 decline and rebound, alongside reported liquidations across crypto markets. It highlights the losses concentrated in leveraged Bitcoin positions and notes that Ether, Solana, XRP, and…

CryptoFuturesVolatilityMarket microstructure
Bitget Academy

The document explains quanto perpetual futures, which track an asset quoted in a local currency while using another currency, commonly USDT, for margin and profit-and-loss settlement. It contrasts this structure with linear and inverse perpetuals, describes…

CryptoFuturesPerpetual futuresForex
Bitget Academy

This overview compares Bitcoin and Ethereum across their intended roles, historical prices and returns, market capitalization, transaction capacity and costs, developer activity, energy use, and real-world applications. It characterizes Bitcoin primarily as…

CryptoSpot marketsDeFiPortfolio construction
Bitget Academy

The document compares Ethereum and Solana as smart-contract platforms across consensus design, transaction throughput and costs, application ecosystems, security, decentralization, and investment considerations. It describes Ethereum’s longer history and…

CryptoDeFiSpot marketsRisk management
Bitget Academy

The document outlines a macro framework for interpreting producer and consumer inflation releases. A hotter-than-expected reading may raise expectations that policy rates will stay high, potentially lifting Treasury yields and the dollar; a cooler reading…

Multi-assetUS marketsEvent-drivenVolatility
Bitget Academy

The document compares USDT- and USDC-margined perpetual futures with coin-margined perpetual and delivery contracts. Stablecoin-margined contracts calculate notional value, margin, and profit or loss in a stablecoin, which the article presents as easier to…

CryptoFuturesPerpetual futuresDerivatives pricing
Bitget Academy

The article introduces Indian Energy Exchange, identifying its Indian listings and describing factors that may affect its shares, including power demand, regulation, weather, and earnings. It compares traditional brokerages that may offer direct exchange…

EquitiesRisk managementPosition sizingExecution
Bitget Academy

The article interprets Amazon’s reported quarterly results as an earnings event, emphasizing revenue and earnings per share against analyst expectations. It points to AWS growth, advertising revenue, and improved retail operations as contributors to the…

EquitiesEvent-drivenUS marketsSentiment
Bitget Academy

This dated market bulletin reports cryptocurrency spot prices, daily gainers and losers, aggregate futures activity, open interest, Bitcoin’s share of open interest, and a long-short ratio. It offers a compact example of the indicators commonly used to…

CryptoFuturesStatisticsSentiment
Bitget Academy

The article compares ways to trade oil and precious-metal products using stablecoin collateral. It describes perpetual contracts on a decentralized exchange, regulated futures access through a centralized venue, and commodity contracts for difference. The…

CommoditiesDerivatives pricingPerpetual futuresRisk management
Bitget Academy

The article presents common risks for people new to cryptocurrency: investing without understanding the asset or market, making decisions under emotional pressure, chasing tokens after rapid publicity-driven rises, and trading actively without experience. It…

CryptoRisk managementPosition sizingSpot markets
Bitget Academy

The document introduces Solana’s Seeker phone as a mobile device designed around crypto use, highlighting built-in key storage and access to a Solana-focused decentralized app store. It also describes SKR as a token associated with the Solana Mobile and…

CryptoOn-chain dataDeFiSpot markets
Bitget Academy

This dated market bulletin summarizes cryptocurrency spot and futures conditions for a single day. It reports changes in aggregate market capitalization and trading volume, Bitcoin and Ether price movements, selected altcoin gainers and losers, and the range…

CryptoFuturesSpot marketsMarket microstructure
Bitget Academy

The document explains how eligible rTSLA, a token linked to Tesla stock, may be pledged on Bitget to borrow stablecoins such as USDT or USDC. It describes loan-to-value (LTV) as debt divided by collateral value, gives published initial, margin-call, and…

CryptoEquitiesRisk managementPosition sizing