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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
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

5,922 documents

OKX Learn

The document presents Ethereum’s investment case through its roles in decentralized finance, smart contracts, and staking. It argues that proof of stake adds a yield component that may interest institutions and corporate treasuries, while exchange-traded…

CryptoDeFiSpot marketsRisk management
OKX Learn

This introduction explains Solana’s design around Proof of History (PoH) alongside Proof of Stake (PoS). PoH is described as a cryptographic time ordering mechanism that lets validators sequence transactions with less communication, helping the network…

CryptoDeFiExecutionMarket microstructure
OKX Learn

This overview describes PancakeSwap as a multi-chain decentralized exchange and reviews factors the article associates with recent CAKE gains. It outlines yield farming, staking, and perpetual futures, along with customizable liquidity pools, lower-cost…

CryptoDeFiPerpetual futuresRisk management
OKX Learn

This article surveys factors it associates with Ethereum’s price outlook: resistance levels, institutional buying, futures activity, exchange supply, ETF flows, DeFi usage, and chart patterns. It presents $4,000 as a key resistance level, cites corporate ETH…

CryptoFuturesTechnical indicatorsSentiment
OKX Learn

The document describes potential uses for stablecoins where blockchain payments intersect with artificial intelligence. It gives examples of machine-to-machine payments, AI agents handling transactions, and retail payments through digital wallets. It also…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The article introduces LayerZero as a protocol for communication across blockchains and Mantle as a Layer 2 network that supports bridges, including LayerZero, Wormhole, and Router Protocol. It describes lzRead as a way for applications to retrieve data…

CryptoDeFiOn-chain dataExecution
OKX Learn

The document surveys how blockchain tokens can represent claims on assets such as bonds and real estate. It presents fractional ownership as a way to lower entry barriers, and smart contracts as a means to automate settlement, reduce manual work, and…

Multi-assetForexFixed incomeDeFi
OKX Learn

The article explains Ethereum staking as participation in proof-of-stake validation in return for ETH rewards, then considers a proposal to enable staking within BlackRock’s iShares Ethereum Trust. It presents the ETF structure as a way for investors to gain…

CryptoDerivatives pricingRisk managementDeFi
OKX Learn

The document describes Sky Protocol’s approach of using protocol revenue and staking-related income to repurchase SKY tokens and permanently burn them. It reports a $1.39 million buyback in one week and a burn equal to 3.28% of total supply. The article…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

The document describes a proposed liquidity solution for prediction market traders who have capital tied up in unresolved positions. Gondor’s protocol is presented as allowing users to borrow against open Polymarket positions, so they can access funds…

CryptoDeFiEvent-drivenRisk management
OKX Learn

The document compares Wormhole’s competing offer for Stargate with LayerZero’s proposed token swap. It describes LayerZero’s plan to exchange STG for ZRO, dissolve Stargate’s DAO, and direct future revenue toward ZRO buybacks. It also cites Stargate’s…

CryptoDeFiMarket microstructure
OKX Learn

The guide compares software wallets, which keep keys accessible for frequent use, with hardware wallets, which store keys offline and suit longer-term custody. It summarizes features attributed to several Sui wallets, including multichain support, liquid…

CryptoDeFiRisk management
OKX Learn

The document describes two ERA token distribution efforts: a Binance Alpha airdrop tied to users’ Alpha points and a broader Caldera ecosystem distribution. It presents a two-phase eligibility structure, with a lower points threshold in the second phase, as…

CryptoDeFiOn-chain data
OKX Learn

The document introduces USDY, a tokenized asset described as backed by short-term U.S. Treasury bills and bank deposits, and its deployment on the Sei blockchain. It contrasts yield-bearing treasury-linked tokens with stablecoins that aim to track fiat…

CryptoFixed incomeDeFi
OKX Learn

The article discusses Cronos and Jito as examples of altcoins whose narratives depend on project-specific developments rather than a broad market rally. For Cronos, it points to institutional partnerships, reported network upgrades, developer activity, and…

CryptoDeFiOn-chain dataSentiment
OKX Learn

The document describes LEASH as a limited-supply token in the Shiba Inu ecosystem and presents token holders as participants in DAO governance. It says holders may vote on initiatives and help resolve disputes, while other tokens serve separate roles in a…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document recounts Eden Network’s shift from Archer DAO, which focused on miner extractable value, to an MEV-Boost relay after Ethereum moved to proof of stake. It attributes the project’s shutdown to operating costs and competition in the relay and…

CryptoDeFiOn-chain dataEvent-driven
OKX Learn

The document explains multisignature wallets, which require approvals from multiple private keys before a transaction can proceed. A 2-of-3 arrangement illustrates how a wallet can tolerate the loss or compromise of one key while distributing authority…

CryptoDeFiRisk managementExecution
OKX Learn

The guide explains how crypto-backed loans let borrowers obtain fiat or stablecoins while pledging digital assets as collateral. It defines loan-to-value (LTV) as the relationship between loan size and collateral value, using a 50% LTV example. The main risk…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document describes Arc, a Circle-developed, EVM-compatible Layer 1 aimed at stablecoin finance and tokenized assets. Its central design choice is using USDC for transaction fees, which the article says can make costs more predictable than fees paid in…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document describes Kohaku as an open-source toolkit for wallet developers rather than a finished consumer wallet. Its components include a software development kit and a browser-extension prototype intended to demonstrate privacy features. The stated…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document introduces Newton Protocol as infrastructure for creating, authorizing, and governing automated on-chain agents. It presents a modular architecture intended to make automated processes more transparent and verifiable than centralized…

CryptoDeFiMachine learningOn-chain data
OKX Learn

This document discusses possible influences on ETH and USDT prices, focusing mainly on Ethereum. It describes institutional holdings, Ethereum’s role in DeFi and tokenized assets, Layer 2 networks, staking, macroeconomic conditions, competition from other…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The document explains how real-world assets such as property, private credit, and government bonds can be represented as blockchain tokens. It describes fractional ownership, around-the-clock trading, and programmable compliance as potential benefits, while…

CryptoFixed incomeMulti-assetDeFi