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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

8,431 documents

OKX Learn

The document surveys proposed uses of artificial intelligence in crypto markets, including on-chain monitoring, social and news sentiment analysis, automated trading, and volatility assessment. It describes how systems can combine wallet activity,…

CryptoMachine learningOn-chain dataSentiment
OKX Learn

The article presents SEED as part of a Web3 ecosystem organized around a DAO and projects intended to support startups and creators. Its main concrete example is Seed World, described as a physics sandbox for creating and exploring virtual reality…

CryptoDeFiMachine learning
OKX Learn

The article explains the Beacon Chain’s role as Ethereum’s proof-of-stake consensus system after the 2022 merge. Validators propose and attest to blocks, are assigned roles through a randomized process, and receive rewards for honest participation;…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The article describes an exchange feature for eligible VIP users that aims to earn lending yield on idle crypto balances while keeping them available for trading margin. It says the feature can also apply when users run grid or Martingale bots, and that…

CryptoCarryGrid tradingRisk management
OKX Learn

The article outlines several forces that may affect SUI: institutional participation, token unlocks, growth in decentralized exchange activity, real-world asset projects, partnerships, and broader crypto-market conditions. It presents unlocks as a supply…

CryptoTechnical indicatorsBreakoutSentiment
OKX Learn

The document compares BONK and WIF as Solana-based meme coins, focusing on recent price declines, volatility, ecosystem connections, and the movement of attention toward newer projects. BONK is associated with Solana’s transaction infrastructure and…

CryptoVolatilitySentimentOn-chain data
OKX Learn

The guide compares decentralized finance, centralized crypto services, and hybrid CeDeFi platforms across custody, governance, security, accessibility, fees, and compliance. DeFi relies on smart contracts and user-controlled wallets; CeFi places custody and…

CryptoDeFiRisk management
OKX Learn

The document discusses Pi token whale transfers, possible interpretations of exchange and private-wallet movements, and market expectations around the Pi2Day event. It also reports price levels and technical signals: RSI below its midpoint and a MACD cross…

CryptoOn-chain dataTechnical indicatorsMomentum
OKX Learn

The document describes Solana’s design goals and use across decentralized finance, gaming, and NFT markets. It contrasts the network’s claimed high transaction capacity and low fees with Ethereum, while noting a trade-off: Solana’s validator network is…

CryptoDeFiHigh-frequency tradingMarket microstructure
OKX Learn

The article discusses the expansion of exchange-traded crypto exposure from Bitcoin and Ethereum toward assets such as XRP. It presents institutional participation and ETF inflows as signs of broader acceptance, and describes XRP’s cross-border settlement…

CryptoSpot marketsSentimentTechnical indicators
OKX Learn

The document describes USDC wallets as tools for holding and transferring a dollar-pegged stablecoin, with uses in cross-border payments, liquidity management, and decentralized finance. It suggests that large transfers may reflect institutional…

CryptoOn-chain dataDeFiRisk management
OKX Learn

The article explains a Dogecoin rally by linking it to expectations of Federal Reserve rate cuts, an easing of tariff-related uncertainty, and speculation about Elon Musk’s political initiative. It also reports increased accumulation by wallets holding…

CryptoMomentumTechnical indicatorsOn-chain data
OKX Learn

The document surveys ways large ETH traders and leveraged participants may influence price movements. It describes the use of technical reference levels such as the 200-day exponential moving average and Fibonacci retracements, alongside delta-neutral…

CryptoTechnical indicatorsMarket microstructureRisk management
OKX Learn

The document recounts a sharp XPL price rise and reversal on Hyperliquid, which it attributes to manipulation in a thinly traded pre-market contract. It reports a roughly 200% surge, a short squeeze, estimated trader losses of $60 million, and alleged…

CryptoPerpetual futuresMarket microstructureRisk management
OKX Learn

The document presents Giggle Academy as an education initiative funded in part through cryptocurrency donations and memecoin-related activity. It describes the academy’s free education mission, its focus on subjects such as blockchain, artificial…

CryptoOn-chain dataDeFi
OKX Learn

The document describes ETHZilla’s sale of $40 million in ETH to fund a stock repurchase program. It says the company retained $400 million in ETH, had repurchased about 600,000 shares for $12 million within a larger $250 million authorization, and planned to…

CryptoEquitiesDeFi
OKX Learn

The article attributes Bitcoin's reported record price and broader crypto rally to institutional demand, spot ETF inflows, and optimism about US crypto legislation. It also mentions corporate Bitcoin purchases, gains in several large altcoins, Bhutan's…

CryptoSpot marketsEvent-drivenSentiment
OKX Learn

The document describes Ethereum's EIP-1559 fee structure, in which the protocol sets a demand-sensitive base fee that is burned, while users can add a priority tip paid to the block proposer. It contrasts this with the earlier auction-style fee mechanism and…

CryptoOn-chain dataDeFiStatistics
OKX Learn

The document explains OKX premarket as a venue for trading futures or perpetual-style contracts tied to tokens before their spot listings. Prices form through supply and demand, and eligible users may open positions, use leverage where offered, and close…

CryptoFuturesPerpetual futuresMarket microstructure
OKX Learn

The article connects Bitcoin’s historical returns to U.S. election cycles and political developments. It reports returns for three earlier pre-election years and an average, then compares those figures with Bitcoin’s reported 2024 performance. It attributes…

CryptoStatisticsSentimentEvent-driven
OKX Learn

The article surveys institutional access to Solana through proposed ETFs, including a staking-enabled structure, and discusses how regulatory decisions could affect demand. It compares reported institutional holdings and ETF allocations, while suggesting…

CryptoOn-chain dataTechnical indicatorsDeFi
OKX Learn

The article explains how Zcash combines shielded transactions, enabled by zero-knowledge proofs, with transparent addresses. It presents this dual design as a way to offer transaction privacy while retaining options that may help users meet compliance needs.…

CryptoDerivatives pricingMarket microstructureRisk management
OKX Learn

The article reviews Pi Network’s token and ecosystem alongside market factors that may affect its price. It interprets descending exponential moving averages and a MACD death cross as bearish signals, while an oversold RSI leaves open either a reversal or…

CryptoTechnical indicatorsVolatilityRisk management