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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 article explains how a borrower on Aave can face forced liquidation when falling collateral values push the loan-to-value ratio beyond protocol limits. It describes borrowers pledging assets such as wrapped Bitcoin, Ether, or Chainlink to borrow…

CryptoDeFiRisk managementTechnical indicators
OKX Learn

The article describes a reported October 10, 2025 crypto sell-off in which leveraged positions were forcibly closed after a tariff announcement renewed U.S.–China trade tensions. It attributes the severity of the decline to falling prices triggering margin…

CryptoRisk managementExecutionVolatility
OKX Learn

This guide describes Solana outages as interruptions to block production or transaction processing and distinguishes them from congestion and partial service degradation. It attributes past incidents to software and consensus bugs, transaction flooding,…

CryptoExecutionMarket microstructureRisk management
OKX Learn

The article compares Solana-based VINE and BONK to illustrate two different meme coin narratives. It attributes attention around VINE to Elon Musk’s announcement about a possible Vine revival, while noting that VINE has no confirmed connection to that app or…

CryptoSentimentMomentumRisk management
OKX Learn

This guide explains Star Atlas as a Solana-based space strategy game with an economy built around tradable NFTs and two tokens. ATLAS is described as the utility token for in-game purchases and rewards, while POLIS supports governance through a player DAO.…

CryptoDeFiSpot marketsRisk management
OKX Learn

The report compares Telegram’s bot-centered activity with applications built on the TON blockchain. It argues that bots can earn transaction fees while operating largely independently of TON, and that native payments, wallet integration, grants, promotion,…

CryptoDeFiOn-chain dataMarket microstructure
OKX Learn

The document outlines X Empire as a Telegram-based tap-to-earn game connected to the TON blockchain. Players interact with a bot to collect points, enter leaderboard events, refer other users, and complete missions; the project describes X tokens as usable…

CryptoDeFiOn-chain dataSpot markets
OKX Learn

The document describes a partnership in which Netcoins moves its Solana staking operations to SOL Strategies’ validator infrastructure. It presents the arrangement as an example of exchanges outsourcing blockchain operations to specialist providers, while…

Crypto
OKX Learn

The document explains XRP’s fixed total supply, the difference between total and circulating supply, and the role of Ripple-controlled escrow accounts. It says all 100 billion XRP were created at launch, gives an approximate circulating supply as of November…

CryptoOn-chain dataSpot marketsRisk management
OKX Learn

The document surveys BNB’s ecosystem utility, price influences, and governance concerns. It identifies broad altcoin market moves, large-holder activity, token burns, blockchain upgrades, sentiment, and psychological price levels as potential drivers of…

CryptoSentimentOn-chain dataRisk management
OKX Learn

The document explains Ethereum’s September 2022 transition from proof-of-work mining to proof-of-stake validation. It describes the Beacon Chain’s role, how validators propose blocks based partly on staked ETH, and slashing as a penalty for dishonest…

CryptoOn-chain dataRisk management
OKX Learn

The article outlines SushiSwap’s development from a Uniswap fork into a decentralized exchange ecosystem. It explains the automated market maker model: users supply liquidity to pools, which the platform uses to facilitate swaps without a conventional order…

CryptoDeFiMarket makingExecution
OKX Learn

The article describes Nodepay as a decentralized platform that uses participants’ unused internet bandwidth to support real-time data retrieval for AI systems. It connects this model to retrieval-augmented generation, where current information can supplement…

CryptoMachine learningDeFiOn-chain data
OKX Learn

The article surveys how banks and governments are approaching digital assets, focusing on custody, trading, tokenization, stablecoin services, and regulatory preparation. It describes US banks as exploring or implementing crypto services, often for…

CryptoFixed incomeUS marketsChina markets
OKX Learn

The article presents a bullish case for Cardano, combining chart patterns with claims about network development, institutional interest, and market sentiment. It identifies cup-and-handle and inverse head-and-shoulders formations as possible breakout or…

CryptoTechnical indicatorsBreakoutSentiment
OKX Learn

The document is a sparse outline of a proposed discussion about Farcaster, a decentralized social media protocol, including its relationship to BNB Chain, hybrid architecture, growth, monetization, and comparison with centralized platforms. Most sections…

CryptoDeFi
OKX Learn

The document explains how a Solana exchange-traded fund could provide indirect exposure to SOL through a brokerage account. It distinguishes spot funds that hold tokens from futures-based products and leveraged funds, and compares ETF ownership with exchange…

CryptoSpot marketsFuturesRisk management
OKX Learn

The document describes SkyBridge Capital’s plan to tokenize interests in two hedge funds on Avalanche, using ERC-3643, a standard designed for permissioned securities. It presents the initiative as an institutional real-world-asset tokenization example. The…

CryptoEquitiesDeFiMarket microstructure
OKX Learn

The document introduces Sui as a layer-one blockchain built around an object-centric data model. It contrasts this design with account-based systems and explains that independent transactions can be processed in parallel, with some simple operations avoiding…

CryptoDeFiMarket microstructure
OKX Learn

The document explains Livepeer as a decentralized video protocol in which orchestrator nodes transcode and distribute streams. Video applications submit work to the network, while orchestrators supply computing resources and delegators stake LPT with…

CryptoDeFiRisk management
OKX Learn

The document describes MicroStrategy’s strategy of accumulating Bitcoin as a corporate treasury asset and Michael Saylor’s view of Bitcoin as a long-term store of value. It outlines funding through at-the-market share sales, preferred shares, and convertible…

CryptoEquitiesRisk managementPortfolio construction