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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
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

5,922 documents

OKX Learn

The article surveys meme coins in 2025, describing a shift in project positioning from community speculation toward claimed utility, staking incentives, trading tools, and blockchain integrations. It highlights several Solana-based projects and argues that…

CryptoDeFiSentimentRisk management
OKX Learn

The article describes institutional exposure to Solana through Pantera Capital and companies that raise funds to hold SOL. It presents treasury companies as a route for investors to gain exposure and compares the approach with corporate Bitcoin holdings. The…

CryptoDeFiPosition sizing
OKX Learn

The article explains Polygon’s Heimdall v2 upgrade as an infrastructure modernization involving a move from Tendermint and an older Cosmos SDK version to CometBFT and a newer SDK version, alongside changes to Bor nodes and protocol parameters. Its main…

CryptoDeFiMarket microstructureExecution
OKX Learn

This overview describes the expansion of spot Bitcoin and Ethereum ETFs, interest in funds covering additional crypto assets, and several models for stablecoins that generate yield. It distinguishes Treasury-backed, mixed-source, arbitrage-based, and…

CryptoSpot marketsFixed incomeDeFi
OKX Learn

The document surveys HYPE’s place in the Hyperliquid ecosystem, describing whale accumulation during corrections, the token’s reported uses, and Hyperliquid’s Layer 1 infrastructure. It also discusses HyperBFT, HyperEVM, Polygon’s higher gas limit, Solana’s…

CryptoSentimentOn-chain dataPerpetual futures
OKX Learn

The article describes Sei’s effort to apply blockchain infrastructure to decentralized science, focusing on research funding, data ownership, collaboration, and drug discovery. It highlights Sapien Capital – Open Science Fund I, described as a $65 million…

CryptoDeFiOn-chain data
OKX Learn

The article describes ETHZilla’s announced partnership with Liquidity.io, focusing on real-world asset tokenization on Ethereum layer 2 networks and access to a regulated alternative trading system for token listings. It presents lower transaction costs and…

CryptoDeFiPortfolio constructionRisk management
OKX Learn

The article combines price commentary on Ethereum, XRP, and Shiba Inu with a promotional overview of the presale token UNIL. It attributes potential ETH strength to institutional interest, ecosystem upgrades, and broader market conditions, while identifying…

CryptoDeFiSentiment
OKX Learn

The document presents Aerodrome as a major decentralized exchange and liquidity venue for assets on Base. It describes a liquidity flywheel in which integrations and wallet access attract trading activity, which may in turn support the broader network. The…

CryptoDeFiMarket microstructureRisk management
OKX Learn

The document outlines a proposed Monopoly-style blockchain game associated with Donald Trump. It describes possible use of NFTs for virtual properties or other assets, memecoins as in-game currency, and blockchain records to represent ownership and…

CryptoDeFiSentimentRisk management
OKX Learn

The document introduces Stacks as a Bitcoin-linked layer-two network for smart contracts and decentralized applications. It explains Proof-of-Transfer as a consensus design in which Bitcoin miners commit BTC, STX holders can lock tokens to help secure the…

CryptoDeFiSpot marketsRisk management
OKX Learn

The document describes Raydium as a Solana decentralized exchange combining automated market making with order-book liquidity. It outlines integrations with Serum and Orderly Network, including an omnichain order book for perpetual futures, and presents…

CryptoDeFiMarket microstructure
OKX Learn

The article explains real-world asset tokenization as representing ownership or rights with blockchain tokens, potentially enabling fractional access, easier transfer, and broader liquidity. It presents Solana’s low transaction costs, speed, and developer…

CryptoSpot marketsEquitiesSentiment
OKX Learn

The document describes Gate Layer as an OP Stack Layer 2 associated with Gate.io and outlines its intended technical and ecosystem features. It reports throughput above 5,700 transactions per second, EVM compatibility for Ethereum applications, and…

CryptoDeFiOn-chain dataExecution
OKX Learn

The article surveys altcoins it presents as potential breakout candidates, including Ethereum, XRP, Solana, Kaspa, Hedera, payment-focused tokens, presales, and meme coins. It groups their possible catalysts into institutional interest and ETF expectations,…

CryptoBreakoutMomentumSentiment
OKX Learn

The article describes CakePad as PancakeSwap’s token launch system, replacing its Initial Farm Offering model. Participants commit CAKE from non-custodial wallets without staking or lockups, and the platform is said to allow simultaneous sales without…

CryptoDeFiSpot marketsRisk management
OKX Learn

The document connects Solana’s technical characteristics with its use in decentralized finance and institutional treasury strategies. It describes high transaction speed and low fees as supporting decentralized exchanges, lending, borrowing, staking, and…

CryptoDeFiSpot marketsPortfolio construction
OKX Learn

The document surveys Hyperliquid’s growth in decentralized perpetual futures and the HYPE token’s role in its ecosystem. It describes fee-funded token buybacks and burns, exchange activity, institutional integrations, and the platform’s technical features.…

CryptoPerpetual futuresDeFiRisk management
OKX Learn

The document compares Aster and Hyperliquid as competitors in decentralized perpetual futures trading. It highlights Aster’s hidden limit orders, which conceal order details from the public book and are intended to reduce exposure to front-running and…

CryptoPerpetual futuresExecutionMarket microstructure
OKX Learn

The document describes DeFi Development Corp.’s strategy of holding SOL as a major treasury asset, staking tokens through multiple validators, and developing proprietary validator infrastructure. It presents staking as a way to earn native yield while…

CryptoSpot marketsDeFiPortfolio construction
OKX Learn

The document introduces Bitcoin Layer-2 systems as a way to move transaction processing off the base chain to address congestion, fees, and confirmation delays. It explains that zero-knowledge proofs can verify batches of transactions without disclosing all…

CryptoDeFiSpot marketsMarket microstructure
OKX Learn

The article considers whether FLUID is legitimate by naming areas a prospective user might examine: the project’s origins, token economics, community activity, market presence, and exchange listings. It describes FLUID as a DeFi token focused on improving…

CryptoDeFiRisk management
OKX Learn

The document explains gas sponsorship as a wallet feature that pays network transaction fees for eligible users, allowing transactions without a balance of the chain’s native token. It describes Trust Wallet’s support on BNB Chain and Solana, and Ethereum’s…

CryptoDeFiExecutionRisk management