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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 outlines ways to choose a wallet for holding Toncoin and using the TON ecosystem. It distinguishes internet-connected hot wallets, described as convenient for frequent transactions and decentralized finance, from offline cold wallets, which are…

CryptoDeFiRisk managementSpot markets
OKX Learn

The document examines Dogecoin’s realized losses alongside its price action and compares its market behavior with Pepe and Shiba Inu. It reports a 24-hour imbalance between realized losses and profits, suggesting that some short-term holders sold at a loss…

CryptoOn-chain dataTechnical indicatorsMomentum
OKX Learn

The document explains that Ethereum’s transition from proof of work to proof of stake ended mining on the main network. It contrasts hardware-based block production with staking, where validators lock ETH to help secure the network and receive rewards. It…

CryptoSpot marketsRisk managementDeFi
OKX Learn

The document compares Ripple’s XRP and Sui’s SUI through institutional adoption, ecosystem development, and technical market claims. For XRP, it points to financial institution relationships, a stablecoin launch, an acquisition, and regulatory developments…

CryptoBreakoutTechnical indicatorsDeFi
OKX Learn

The document describes the growth of US spot Bitcoin ETFs and presents BlackRock’s iShares Bitcoin Trust as a leading fund by assets under management. It cites figures for fund assets, cumulative inflows, IBIT’s share of the market, and the time it took to…

CryptoSpot marketsUS marketsPortfolio construction
OKX Learn

The document describes MITO as a layer-1 project intended to connect assets across blockchains and reduce fragmented DeFi liquidity. It discusses a planned Binance spot and perpetual futures listing, noting that perpetual contracts provide price exposure…

CryptoDeFiPerpetual futuresSpot markets
OKX Learn

The document surveys risks that governments, institutions, and corporations may face when holding Bitcoin as a reserve asset. It emphasizes price volatility, private-key custody, changing legal requirements, and the political and geopolitical consequences of…

CryptoRisk managementPortfolio constructionExecution
OKX Learn

The document attributes Ethereum’s rally to accumulation by large holders, investment product and spot ETF inflows, regulatory developments, and constrained circulating supply. It points to reported growth in holdings among wallets with at least 10,000 ETH,…

CryptoOn-chain dataMomentumTechnical indicators
OKX Learn

The document introduces Tether Gold (XAUt) as a blockchain token representing ownership of physical gold held in Swiss vaults. It describes the token as backed one to one by a troy ounce of LBMA-standard gold and says holders can check backing through…

CryptoCommoditiesSpot markets
OKX Learn

The document presents USDT as a dollar-pegged stablecoin used for transferring value, cross-border payments, payroll, and trading. It discusses potential yield through DeFi and wealth products, and describes Plasma as a proposed settlement layer for USDT…

CryptoDeFiSpot marketsRisk management
OKX Learn

The article surveys strategies attributed to crypto hedge funds, including automated trading, cross-exchange arbitrage, derivatives hedging, leverage, and basis trading. It explains arbitrage as trading price differences across venues and basis trading as…

CryptoArbitrageFuturesOptions
OKX Learn

The article describes BubbleMaps as an on-chain analytics platform that visualizes wallet connections and token distributions with bubble charts. It says BMT launched on Solana and BNB Smart Chain on March 11, 2025, with a stated total and maximum supply of…

CryptoOn-chain dataMachine learning
OKX Learn

The document introduces Layer 2 networks as systems that process transactions away from a base blockchain and later settle activity on Layer 1. It distinguishes optimistic rollups, which use fraud-proof dispute periods, from zero-knowledge rollups, which…

CryptoDeFiMarket microstructureRisk management
OKX Learn

The document explains how USDC is intended to represent a U.S. dollar on a blockchain, with Circle managing issuance and reserves. It describes the one-to-one peg, redemption concept, and reserve backing, including a dated snapshot of cash and short-term…

CryptoSpot marketsDeFiRisk management
OKX Learn

The document explains USDC as a dollar-pegged, fiat-backed stablecoin issued by Circle and describes the reserve model behind its intended one-to-one value. It reports a dated reserve snapshot from November 2023, comprising short-term U.S. government…

CryptoSpot marketsDeFiRisk management
OKX Learn

The document outlines a short-term Bitcoin trading view based on a stated consolidation range, nearby support and resistance levels, and possible breakout or breakdown scenarios. It adds macro factors, including anticipated Federal Reserve rate cuts and…

CryptoTechnical indicatorsBreakoutMomentum
OKX Learn

The document presents Galaxy Digital’s reported $125 million USDC deposit into Hyperliquid as an example of institutional participation in decentralized trading. It describes Hyperliquid as a venue for spot and derivatives trading, then introduces…

CryptoPerpetual futuresArbitrageRisk management
OKX Learn

The document discusses continuous trading for Bitcoin and Ethereum futures on a regulated derivatives venue. It explains that round-the-clock access can let traders in different time zones respond to price moves, hedge exposure, and adjust positions outside…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The guide explains how Ethereum proof-of-stake validators secure the network and earn rewards, contrasting self-operated validators with pooled or delegated staking. It groups the main risks into slashing, withdrawal delays, ETH price volatility, provider…

CryptoRisk managementDeFiVolatility
OKX Learn

The document presents PEPE as a speculative meme coin whose price may respond to social media attention, community activity, and large holders’ purchases or sales. It notes that whale buying can accompany rapid price rises, while whale selling can intensify…

CryptoSentimentOn-chain dataVolatility
OKX Learn

The document explains Solana validators’ role in processing transactions and maintaining consensus, then outlines how SOL holders can compare validators using commission, estimated yield, active stake, uptime, software version, and operator identity. It…

CryptoOn-chain dataRisk managementPosition sizing
OKX Learn

The article describes tokenized Treasuries as blockchain-based representations of U.S. government debt, with smart contracts supporting issuance, redemption, and trading. It highlights potential 24/7 access, yield exposure, and on-chain transaction…

Fixed incomeCryptoDeFiRisk management
OKX Learn

The document describes an institutional trading arrangement in which assets remain in segregated custody with Komainu while clients trade on a separate platform. The custody and collateral service is designed to reduce direct counterparty exposure to the…

CryptoExecutionRisk managementMarket microstructure
OKX Learn

The document explains EigenLayer’s restaking model, in which staked ETH can also secure additional services such as oracles, sequencers, and other protocols. It frames this as a way to extend Ethereum’s security and reduce the resources needed for new…

CryptoDeFiRisk managementOn-chain data