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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
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 reviews security and governance issues in cryptocurrency custody. It explains that multisignature wallets require multiple approvals, yet can remain vulnerable to interface mistakes, weak access controls, and governance flaws. A Bybit breach…

CryptoRisk managementExecutionDeFi
OKX Learn

The document introduces Aubrai, Bio Protocol’s BioAgent project, as an effort to apply artificial intelligence to bioinformatics and genetic data analysis within a decentralized science framework. It describes blockchain as a means to support transparency…

CryptoMachine learningTechnical indicatorsDeFi
OKX Learn

The document presents Aleo as a privacy-focused Layer 1 blockchain that uses zero-knowledge proofs to validate transactions without exposing sensitive details. It names Leo, a language for writing zero-knowledge applications, and snarkOS as parts of the…

CryptoMachine learningStatisticsDeFi
OKX Learn

The document describes USDD as a dollar-pegged stablecoin backed by crypto collateral and managed by the TRON DAO Reserve. Its central mechanism is over-collateralization, intended to absorb declines in backing asset values, alongside a Peg Stability Module…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The document introduces Kadena as a proof-of-work blockchain whose Chainweb design connects parallel chains. It says transactions can be processed across 20 chains, linking scalability claims to an architecture secured with proof of work and Merkle roots. It…

CryptoMarket microstructureDeFiSpot markets
OKX Learn

The document describes Virtuals Protocol, a project on Base for creating and deploying AI agents across games, social platforms, and virtual environments. It highlights tokenized co-ownership and the G.A.M.E. framework, which is described as giving agents…

CryptoMachine learningDeFiOn-chain data
OKX Learn

The document surveys factors it associates with SUI price volatility: liquidity grabs around supply-demand zones, the Cetus Protocol exploit, token unlocks, whale movements, network activity, and macroeconomic conditions. It describes using technical…

CryptoTechnical indicatorsOn-chain dataDeFi
OKX Learn

The document outlines Hyperliquid as a decentralized exchange operating on its own Layer 1 chain, using HyperBFT consensus and an on-chain order book. It describes both spot trading and perpetual futures, including custom perpetual contracts, and presents…

CryptoSpot marketsPerpetual futuresMarket microstructure
OKX Learn

The document introduces Bitcoin contracts trading as exposure to an asset’s price without holding the asset, then describes RGB and the Lightning Network as infrastructure intended to support such activity. RGB is presented as enabling off-chain asset…

CryptoDerivatives pricingExecutionDeFi
OKX Learn

The article surveys Atari’s blockchain gaming efforts, including a Coinbase collaboration on an arcade built around classic games using Ethereum Layer 2 infrastructure, and the use of Atari intellectual property in The Sandbox. It describes potential…

CryptoDeFiRisk management
OKX Learn

The document surveys recent market developments for Bitcoin and Ethereum, including price movements, ETF flows, institutional interest, regulation, and network technology. It frames Bitcoin as a scarce store of value and Ethereum as a platform whose DeFi,…

CryptoSentimentVolatilityDeFi
OKX Learn

The document describes Chainlink’s approach to institutional blockchain adoption through identity verification and automated compliance. It presents a collaboration with GLEIF that combines verifiable legal entity identifiers with Chainlink’s Automated…

CryptoOn-chain dataDeFiMarket microstructure
OKX Learn

The article describes LetsBonk’s activity-based points program, which rewards token launches, trading, and community participation, while noting that redemption details are unspecified. It compares this approach with a rumored Pump.fun token program based on…

CryptoDeFiMarket microstructureSentiment
OKX Learn

The article discusses factors it expects to shape Ethereum’s price, including institutional allocation, spot ETF access, staking rewards, scalability work, DeFi activity, and macroeconomic and regulatory conditions. It also points to futures trading and…

CryptoDeFiFuturesVolatility
OKX Learn

The article surveys stablecoins’ roles in payments, remittances, inflation hedging, and asset tokenization, alongside concerns about consumer protection and financial stability. It describes debate over proposed stablecoin issuance by a bank subsidiary,…

CryptoRisk managementDeFi
OKX Learn

The article describes BlockDAG as combining Proof of Work with a directed acyclic graph structure. Unlike a linear chain, the proposed graph can process multiple blocks in parallel; the article presents this as a way to improve throughput while retaining PoW…

CryptoDeFiMarket microstructure
OKX Learn

The document explains how RIP-7212 adds native secp256r1, also called P-256, signature verification to X Layer. This curve is used by many device security systems and supports WebAuthn passkeys. In the described flow, a device creates a key pair in a trusted…

CryptoDeFiExecution
OKX Learn

The document outlines TON’s connection to Telegram and presents that integration as a way to make crypto applications, payments, games, NFTs, and digital identity tools accessible to a large existing audience. It also describes institutional interest and…

CryptoDeFiSpot markets
OKX Learn

The document surveys the role of dollar-pegged stablecoins in payments, trading, institutional settlement, and global finance, focusing on Tether and Circle. It reports a market capitalization of $270 billion, a projection of $2 trillion by 2028, and…

CryptoFixed incomeRisk managementDeFi
OKX Learn

The document presents LUKSO as a Layer 1 blockchain aimed at creative industries, including fashion, media, and design. It describes LYX as the token for transaction processing, staking, and asset creation, and highlights Universal Profiles that can…

CryptoDeFiEvent-drivenVolatility
OKX Learn

The document introduces Clover Finance as a Substrate-based blockchain intended to connect DeFi activity across networks, with EVM compatibility for Ethereum-style applications. It describes CLV as the token used for governance, transaction fees, staking,…

CryptoDeFiVolatilityRisk management
OKX Learn

The article examines LayerZero Foundation’s proposed acquisition of Stargate and the plan to exchange STG for ZRO at a fixed rate. It outlines the proposal’s governance consequences, including dissolution of the Stargate DAO and a shift of control toward…

CryptoDeFiEvent-drivenRisk management
OKX Learn

The article introduces Starknet as an Ethereum Layer 2 using zk-Rollup technology and describes its intended role in decentralized exchanges and derivatives markets. It also identifies Cairo as the ecosystem’s smart contract language and presents hybrid and…

CryptoDeFiDerivatives pricingPerpetual futures
OKX Learn

The document surveys established and emerging memecoins, including DOGE, SHIB, BOSS, PEPE, BONK, and LILPEPE. It describes how community activity, viral marketing, and celebrity attention can influence interest and price movements, while some projects seek…

CryptoSentimentOn-chain dataDeFi