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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
Binance API docs
45 documents
Quantopian lectures
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
WonderTrader
14 documents
Alphalens
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

8,431 documents

OKX Learn

The document surveys factors that may shape Pi Network’s future, including mobile mining, a planned mainnet milestone, ecosystem growth, token migration, competition, and potential real-world uses. It presents a broad range of price forecasts for 2025 and…

CryptoSentimentSpot marketsRisk management
OKX Learn

The article describes a Bitcoin and Ethereum trader reported to have opened large leveraged short positions ahead of a market decline associated with a tariff announcement. It says blockchain analytics attributed nearly $100 million in total profits to the…

CryptoPerpetual futuresSentimentRisk management
OKX Learn

The article compares Bitcoin with the S&P 500 as portfolio exposures, distinguishing a single volatile asset from a diversified, market-cap-weighted equity index. It discusses how both have benefited during periods of easy monetary policy, while Bitcoin may…

CryptoEquitiesMulti-assetVolatility
OKX Learn

The article surveys proposed and reported changes across decentralized finance, including usage-linked token burns, liquidity concentrated in selected price ranges, stablecoin payments for transaction fees, gasless transactions, cross-chain transfers,…

DeFiCryptoExecutionMarket microstructure
OKX Learn

The article explains how money market funds holding short-term debt can be represented as blockchain tokens. It describes fractional ownership, continuous trading, quicker settlement, and the possibility of using fund tokens as collateral in decentralized…

Fixed incomeDeFiCryptoExecution
OKX Learn

The document presents Anoma as an intent-centric blockchain design and contrasts it with Ethereum’s transaction model and rollup ecosystem. Users state a desired outcome, such as exchanging one asset for another, while a network may compose the steps needed…

CryptoDeFiMarket microstructure
OKX Learn

The article surveys dYdX’s evolution from an Ethereum Layer 2 using StarkWare’s StarkEx to a standalone Layer 1 built with the Cosmos SDK and CometBFT. It notes the chain’s launch and migration from the ERC-20 ethDYDX token to native DYDX, describing…

CryptoDeFiPerpetual futuresMarket microstructure
OKX Learn

This introductory guide explains cryptocurrency using Bitcoin and Ethereum as examples, then outlines a basic process for making a first purchase. Its steps are to choose an exchange, complete identity checks, secure the account with two-factor…

CryptoSpot marketsRisk managementPosition sizing
OKX Learn

The document reviews Bitcoin and Ethereum exchange-traded fund flows alongside factors it says influence investor demand. It reports a week of net withdrawals from both funds and five consecutive weeks of Ethereum ETF outflows, while noting that earlier spot…

CryptoSentimentTechnical indicatorsOn-chain data
OKX Learn

The document explains Polygon’s role as an Ethereum scaling ecosystem and recounts its rebranding from Matic Network, followed by the stated 2025 transition from MATIC to POL. It describes POL in terms of staking, governance, and validator rewards. The…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The article frames Avalanche’s recovery through a mix of chart signals, ecosystem data, and adoption developments. It identifies a break above a multi-month descending trendline and the Ichimoku cloud, alongside an RSI move out of oversold territory and a…

CryptoBreakoutTechnical indicatorsMomentum
OKX Learn

The document describes KyberSwap as a decentralized liquidity aggregator that connects trading across chains, including Ethereum, Arbitrum, and Optimism. It links the cross-chain launch to increased interest in KNC, while emphasizing the platform’s role in…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document introduces Hyperliquid as a decentralized exchange built on its own Layer-1 blockchain, with on-chain order books and a focus on perpetual futures. It describes HyperBFT as the consensus mechanism and HyperEVM as a route to Ethereum application…

CryptoPerpetual futuresDeFiOn-chain data
OKX Learn

The guide explains why a blockchain-confirmed transfer may not yet appear in a receiving wallet or exchange account. It distinguishes on-chain confirmations from the recipient platform’s deposit processing, then recommends checking the transaction ID in the…

CryptoExecutionRisk managementOn-chain data
OKX Learn

The document introduces Runes as fungible tokens issued through a protocol that uses Bitcoin’s UTXO transaction model. It says multiple tokens can be represented within a UTXO, which it presents as a way to reduce blockchain data growth compared with…

CryptoSpot marketsOn-chain dataMarket microstructure
OKX Learn

The document surveys indicators of Sei Network adoption and DeFi activity. It describes total value locked, decentralized exchange volume, new wallet creation, stablecoin growth, validator yields, and derivatives open interest. It also explains the role of…

CryptoDeFiTechnical indicatorsFutures
OKX Learn

The document describes Aster’s reported growth through user acquisition, trading volume, total value locked, and fee revenue, then outlines mechanisms intended to attract activity. These include points for trading, rewards for referrals, and yield-bearing…

CryptoDeFiPerpetual futuresArbitrage
OKX Learn

The document examines Ethena’s ENA token withdrawals and their possible implications for circulating supply, liquidity, price pressure, governance, and decentralization. It then compares USDe, described as a synthetic dollar using delta hedging, with USDtb,…

CryptoDeFiRisk managementDerivatives pricing
OKX Learn

The document presents a bullish case for Worldcoin (WLD) based on recent price appreciation, rising volume, and technical levels. It cites RSI and Heikin Ashi patterns as trend indicators, identifies nearby resistance and support zones, and treats a close…

CryptoTechnical indicatorsMomentumSentiment
OKX Learn

The article considers whether BNB and ETH might exceed prior all-time highs, tying its bullish outlook to token economics, institutional interest, ecosystem activity, and broader altcoin sentiment. For BNB, it cites scheduled token burns and BNB Chain…

CryptoTechnical indicatorsMomentumSentiment
OKX Learn

The document explains soulbound NFTs as non-transferable tokens associated with a particular wallet. It outlines possible uses for credentials, membership, governance rights, and limiting multiple identities in online systems. It also describes a claimed…

CryptoDeFiOn-chain data
OKX Learn

The document outlines factors it presents as relevant to Dash’s value and market position. It describes InstantSend for faster transaction confirmation, CoinJoin for transaction mixing, the X11 proof-of-work algorithm, and a governance model that funds…

CryptoTechnical indicatorsRisk management
OKX Learn

The article attributes BNB’s market growth to several factors: expansion of BNB Chain activity, lower transaction costs, broader application use, quarterly token burns, and reported interest from institutional and retail buyers. It also describes BNB Chain’s…

CryptoTechnical indicatorsDeFiSentiment