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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
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

12,303 documents

OKX Learn

The article links ASTER’s reported growth in decentralized derivatives to multi-chain access, trading incentives, airdrops, and backing from established crypto firms. It contrasts this incentive-led expansion with Hyperliquid’s stated emphasis on…

CryptoPerpetual futuresTechnical indicatorsVolatility
OKX Learn

The document surveys factors that may influence Bitcoin’s price, including capped supply, changes in demand and sentiment, macroeconomic conditions, network developments, and regulation. It describes ways to monitor prices through exchange data, aggregators,…

CryptoTechnical indicatorsSentimentVolatility
OKX Learn

The article surveys factors that may shape Polkadot’s DOT price, combining technical levels and indicators with network developments. It identifies support and resistance areas and describes MACD as mixed and RSI as near neutral, while mentioning Bollinger…

CryptoTechnical indicatorsVolatilityOn-chain data
OKX Learn

The article surveys major forces shaping crypto markets, including volatility, Federal Reserve policy, links with technology stocks, exchange-traded funds, leverage, regulation, and institutional adoption. It describes how higher rates can reduce liquidity…

CryptoVolatilityRisk managementMarket microstructure
OKX Learn

The document surveys several themes associated with large Bitcoin holders: possible reallocations toward Ethereum, institutional accumulation, and the reactivation of long-dormant wallets. It connects these behaviors with factors such as Ethereum’s DeFi and…

CryptoOn-chain dataSentimentVolatility
OKX Learn

The article explains Clanker as a Base-based token launchpad and outlines its fee-sharing design: a 1% fee on swaps in Uniswap V3 pools for launched tokens, with 40% allocated to creators and 60% retained by the platform. It reports platform activity and…

CryptoDeFiOn-chain dataVolatility
OKX Learn

The document surveys factors that may shape Dogecoin’s market outlook: its established brand and community, public attention from influential figures, merchant adoption, and the possibility of technical improvements. It contrasts Dogecoin’s standalone…

CryptoTechnical indicatorsSentimentVolatility
OKX Learn

The document describes meme coins as crypto assets whose attention and demand often depend on internet culture, community activity, and social media promotion. It contrasts this sentiment-led appeal with more established crypto projects, and cites Dogecoin…

CryptoSentimentVolatilityDeFi
OKX Learn

The document uses the TRUMP and GHOST memecoins to discuss speculative trading, extreme price swings, and the uneven distribution of outcomes. It notes a reported individual profit and a large decentralized exchange trading-volume figure, but provides no…

CryptoVolatilitySentimentMarket microstructure
OKX Learn

The article describes how inflation and labor-market releases can affect expectations for Federal Reserve interest-rate decisions and, in turn, crypto market sentiment. It identifies core PCE inflation, ADP employment, and non-farm payrolls as indicators…

CryptoUS marketsSentimentVolatility
OKX Learn

This overview explains crypto liquidations as forced collateral sales when traders fail to meet margin requirements, with a focus on lending, margin trading, and liquidity pools in Solana’s DeFi ecosystem. It argues that rapid transaction processing can…

CryptoDeFiRisk managementVolatility
OKX Learn

The document recounts Dogecoin’s creation on December 6, 2013, by software engineers Billy Markus and Jackson Palmer. It explains that the coin began as a parody of cryptocurrency hype, using the Doge meme to make digital money feel approachable. It also…

CryptoSentimentVolatility
OKX Learn

The document explains how scheduled token unlocks add previously restricted supply to circulation and may increase selling pressure, volatility, or bearish sentiment. It notes that unlocks can also fund development and ecosystem activity. As a response,…

CryptoEvent-drivenSentimentVolatility
OKX Learn

The document uses James Wynn’s reported $99.3 million liquidation to explain how leverage magnifies both gains and losses. It says Wynn used leverage as high as 40x and notes that, at that leverage, a 2.5% adverse price move can exhaust the position’s…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document surveys leverage and potential liquidation pressure across Bitcoin, altcoins, Ethereum, and XRP. It identifies a $120,000 Bitcoin resistance level and a possible $144,000 target if that level breaks, while noting consolidation or a pullback as…

CryptoDerivatives pricingOptionsVolatility
OKX Learn

The document interprets a large SPX token deposit to a centralized exchange as a possible signal of selling or a liquidity event, while emphasizing that the deposit’s eventual use is unknown. It places the transaction alongside a reported pattern of…

CryptoOn-chain dataTechnical indicatorsVolatility
OKX Learn

The document discusses Bitcoin’s changing relationship with the S&P 500, describing periods when the two markets move together and Bitcoin magnifies broad market gains and losses. It links this co-movement to portfolio diversification: Bitcoin may offer…

CryptoEquitiesMulti-assetPortfolio construction
OKX Learn

The article defines a token pump as a rapid price increase that may follow coordinated buying, market hype, favorable news, or anticipated technical changes. It distinguishes potentially organic price moves from activity intended to manipulate markets and…

CryptoMomentumVolatilitySentiment
OKX Learn

The article outlines factors that may influence Fartcoin, a speculative meme coin: technical indicators, social sentiment, derivatives activity, and U.S. macroeconomic conditions. It describes RSI, MACD, Fibonacci retracements, and exponential moving…

CryptoTechnical indicatorsVolatilitySentiment
OKX Learn

The article explains correlation as a measure of how closely Bitcoin and altcoin prices move together, from positive co-movement to inverse movement. It frames declining correlation as a sign that altcoins are behaving more independently and discusses how…

CryptoStatisticsVolatilityPortfolio construction
OKX Learn

The document argues that some large Bitcoin holders are shifting capital toward Ethereum, linking the proposed change to staking rewards, Ethereum’s DeFi ecosystem, and its technical upgrades. It cites a large BTC sale, reported validator queue growth, and…

CryptoOn-chain dataVolatilitySentiment
OKX Learn

The document surveys several approaches to generating yield in decentralized finance. It describes restaking and liquid restaking as ways to seek additional rewards while retaining access to tokenized staked assets. Other topics include…

DeFiCryptoMachine learningVolatility
OKX Learn

The document explains how leveraged ETH positions on centralized exchanges can be forcibly closed when collateral falls below required levels. It describes cascading liquidations, in which forced selling may deepen a price move, and discusses how leverage…

CryptoPerpetual futuresRisk managementVolatility
OKX Learn

This guide defines an option strike as the fixed price at which the holder may buy or sell the underlying asset, and moneyness as the relationship between that strike and the current market price. It describes calls and puts as in, at, or out of the money…

CryptoOptionsDerivatives pricingVolatility