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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 describes Monad as a high-performance blockchain ecosystem and presents FastLane as a provider of infrastructure and liquidity services. It highlights shMonad, a liquid staking token intended to combine staking exposure with liquidity, and…

CryptoDeFiMarket microstructureExecution
OKX Learn

The document introduces Zcash’s shielded transactions, which use zk-SNARKs to conceal transaction participants and amounts, and describes cross-chain access through DeFi platforms. It frames privacy as a response to financial surveillance concerns and notes…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document surveys the launch of PUMP, a token associated with the Pump.fun social platform, and trading in PUMP-USD futures on Hyperliquid. It describes Hyperliquid’s “hyperps” design, in which funding rates use a moving average of the contract’s own mark…

CryptoFuturesPerpetual futuresMarket microstructure
OKX Learn

The document describes Aave Horizon, a proposed institutional DeFi model in which tokenized real-world assets such as Treasuries, real estate, or loan obligations serve as collateral for stablecoin borrowing. It combines identity and compliance checks for…

CryptoDeFiFixed incomeRisk management
OKX Learn

The article combines a short-term technical overview of Bitcoin with seasonal and macroeconomic discussion. It reports bearish price structure and gives readings for RSI, MACD, and CCI, while noting a possible bullish RSI divergence. It identifies a support…

CryptoTechnical indicatorsMomentumSentiment
OKX Learn

The article surveys several factors presented as supportive of Bitcoin in 2025. It reports that miners retained and added to reserves despite weak operating margins, and that early-era miners reduced selling. It also points to Bitcoin and Ethereum ETF…

CryptoSentimentOn-chain dataMulti-asset
OKX Learn

The article introduces put-call parity as a pricing relationship among a call, a put, the underlying asset, and the strike. It outlines a strategy that compares same-strike, same-expiry options, sells the relatively expensive side, buys the cheaper side, and…

CryptoOptionsArbitrageDerivatives pricing
OKX Learn

The article examines Bitcoin ETF outflows in November 2025 and attributes them to several forces: profit-taking after a price peak and decline, rising Treasury yields, institutional reallocations, and competition from newly launched Solana ETFs. It also…

CryptoSentimentMarket microstructure
OKX Learn

The document describes Avalanche’s three-chain architecture: the X-Chain for asset creation and exchange, the P-Chain for staking and subnet coordination, and the EVM-compatible C-Chain for smart contracts. It presents this separation of functions as a way…

CryptoDeFiOn-chain data
OKX Learn

The document introduces Starknet as an Ethereum Layer 2 that processes transactions off-chain and posts cryptographic proofs to Ethereum. It explains the intended tradeoff: increase transaction capacity and reduce fees while inheriting Ethereum verification…

CryptoDeFiOn-chain data
OKX Learn

The document surveys ways sanctioned actors and criminal networks may use digital assets to move money, including ruble-backed stablecoins, non-KYC exchanges, cash-to-crypto services, and mining. It describes alleged links to Russian sanctions evasion,…

CryptoOn-chain dataRisk management
OKX Learn

The guide explains why U.S. crypto investors may need to calculate gains or losses for sales, trades, and spending transactions. It describes tax software functions such as importing records from exchanges and wallets, matching transfers between a user’s own…

CryptoUS marketsRisk management
OKX Learn

The document surveys Hyperliquid’s position in on-chain perpetual futures, citing $1.57 trillion in annual trading volume and describing growth in trading activity, order-processing capacity, and institutional interest. It highlights sub-second finality and…

CryptoPerpetual futuresDeFiOn-chain data
OKX Learn

The document describes BONK as a Solana-based meme token whose adoption is tied to community activity, including airdrops and token burns, as well as integrations in DeFi and NFT ecosystems. It contrasts BONK’s blockchain connections with meme coins such as…

CryptoSentimentVolatilityDeFi
OKX Learn

The article compares recent spot ETF flows for Bitcoin and Ethereum as a measure of institutional demand. It reports that Bitcoin ETFs recorded net outflows after a sustained positive period, including a large daily outflow and a day with no net inflow for a…

CryptoSentimentStatistics
OKX Learn

The document explains Worldcoin’s proposal to verify that users are unique people through iris scanning, linking a biometric check to a digital identity and offering WLD tokens as an incentive to participate. It frames the approach as a response to…

CryptoDeFiRisk management
OKX Learn

The article outlines three ways users might assess a crypto platform: regulatory authorization, operational security controls, and proof of reserves. It describes proof of reserves using on-chain wallet balances alongside cryptographic techniques, including…

CryptoOn-chain dataRisk management
OKX Learn

The article explains how three indicators can help assess conditions in housing, remodeling, and middle-market businesses: the Housing Market Index, Middle Market Business Index, and Remodeling Market Index. It describes weak homebuilder confidence alongside…

StatisticsUS markets
OKX Learn

The article compares reported 2025 net flows for Ethereum and Base with their 2024 figures, and notes that Base’s stablecoin supply had plateaued. It treats stablecoin supply and flows as indicators of network liquidity and activity. It also reports Tron’s…

CryptoOn-chain dataDeFiMarket microstructure
OKX Learn

The article contrasts Bitcoin’s role as a scarce, proof-of-work asset with Ethereum’s programmable platform for smart contracts and decentralized applications. It notes Bitcoin’s stated 21-million supply cap and Ethereum’s shift to proof of stake in 2022. It…

CryptoDeFiPortfolio construction
OKX Learn

The article describes a proposed Dogecoin script operation, OP_CHECKZKP, that it says could verify zero-knowledge proofs in transactions. Such proofs could allow validation without disclosing transaction details. The article connects the proposal to possible…

CryptoOn-chain dataRisk management
OKX Learn

The guide explains SOL staking as delegating tokens to validators in return for network rewards. It distinguishes APY, which includes compounding, from APR, and identifies validator commissions and performance, network inflation, and the total amount staked…

CryptoDeFiCarryRisk management