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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 article presents Bio Protocol (BIO) as a decentralized science project intended to route research funding through community proposals, voting, and blockchain-based governance. It describes BIO as a way for researchers to seek grants and report progress,…

CryptoDeFiOn-chain dataSpot markets
OKX Learn

The document traces Pudgy Penguins from its 2021 NFT launch through a leadership crisis and acquisition by Luca Netz in April 2022. It describes the subsequent effort to broaden the project beyond collectibles through licensed toys, retail partnerships,…

CryptoDeFiOn-chain dataEvent-driven
OKX Learn

The document outlines Hyperliquid’s reported validator expansion and trading features. It says the validator set grew from 13 to 21, presenting the increase as a way to distribute control and strengthen network resilience. Its exchange features include…

CryptoDeFiPerpetual futuresExecution
OKX Learn

The document describes Jupiter as a Solana decentralized exchange aggregator that routes swaps across liquidity sources. It mentions dollar-cost averaging, revisions to the routing engine intended to reduce slippage and costs, and priority fees for…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The article introduces Linea as an Ethereum Layer 2 network using a zkEVM rollup. Transactions are grouped off-chain and cryptographic proofs are submitted to Ethereum for verification; Ethereum compatibility is presented as a way to support existing…

CryptoDeFiSpot markets
OKX Learn

The article describes the reported collapse of Stream Finance, the depegging of its xUSD synthetic stablecoin, and resulting stress across lending protocols. It attributes wider losses to interconnected exposures, circular lending, and high-yield vaults, and…

CryptoDeFiRisk management
OKX Learn

The article discusses Cardano’s reported market rally alongside development and ecosystem updates. It says Cardano exceeded Ethereum in core development activity, measured through GitHub commits and developer engagement, and points to DeFi announcements, a…

CryptoStatisticsSentimentDeFi
OKX Learn

The document surveys Ripple’s RLUSD stablecoin, describing its reserve backing, reported trading activity, institutional use, regulatory approvals, and integrations with DeFi platforms, including Cardano. It presents RLUSD as a stable asset for cross-border…

CryptoDeFiSpot marketsOn-chain data
OKX Learn

The document outlines how Avalanche is being used to issue or support tokenized real-world assets, including money market funds, collateralized loan obligations, Treasury bills, private credit, and real estate records. Tokenization is presented as a way to…

CryptoDeFiFixed incomeCommodities
OKX Learn

The document surveys several developments at the intersection of Ethereum, decentralized finance, and credit. It contrasts conventional overcollateralized lending with a proposed crypto-native model that would use on-chain and off-chain credit data. It also…

CryptoDeFiFixed incomeRisk management
OKX Learn

The document describes Decred’s combination of proof-of-work mining and proof-of-stake participation. Miners help validate transactions, while token holders vote on proposals, a design intended to balance network security with stakeholder influence. It also…

CryptoDeFiRisk management
OKX Learn

The article surveys several indicators that may shape Ethereum market conditions: spot ETF flows, ETH balances on centralized exchanges, trading volume, institutional activity, and reported movement of capital from Bitcoin to Ethereum. It describes four…

CryptoOn-chain dataSentimentSpot markets
OKX Learn

The article describes Pharos as a proposed Layer 1 blockchain intended to connect decentralized finance with real-world assets, payments, and physical infrastructure. It outlines a modular Base, Core, and Extension architecture and attributes transaction…

CryptoDeFiMarket microstructureExecution
OKX Learn

The article explains Ethereum staking as a way to help secure the proof-of-stake network in exchange for ETH rewards. It identifies network participation and operating efficiency as factors affecting returns, then describes institutional participation,…

CryptoDeFiRisk managementPortfolio construction
OKX Learn

This white paper describes ILV as an Ethereum ERC-20 utility token for the Illuvium gaming ecosystem. It says holders may participate in DAO governance, stake tokens to vote in council elections, and receive rewards from a vault funded by in-game fees. The…

CryptoDeFiRisk managementOn-chain data
OKX Learn

The article describes ways crypto tokens may capture value through recurring utility, ecosystem activity, governance, and revenue flows. It contrasts speculative demand with demand tied to network services, and presents adaptive tokenomics as a model that…

CryptoDeFiMachine learning
OKX Learn

This article explains Polkadot’s Relay Chain and parachain architecture, its on-chain governance system, and its interoperability approach. Parachains are described as customizable networks operating alongside the Relay Chain, with possible uses ranging from…

CryptoDeFiMulti-assetPortfolio construction
OKX Learn

This article surveys Solana’s investment narrative through its network design, developer activity, mobile initiatives, and institutional interest. It argues that relatively fast, lower-cost transactions and a broad dApp ecosystem support use in areas such as…

CryptoDeFiVolatilityRisk management
OKX Learn

This article describes the OracleBNB token collapse as a pump-and-dump and rug pull on BNB Chain. It reports that the token rose sharply before losing most of its value, that the project’s social accounts disappeared, and that roughly 34 BNB was taken. It…

CryptoOn-chain dataDeFiRisk management
OKX Learn

The document introduces ORSwap as a decentralized exchange where users trade from their own wallets, then gives general practices for navigating crypto markets. These include researching assets, using non-custodial wallets, considering staking or liquidity…

CryptoDeFiRisk managementSpot markets
OKX Learn

The document describes Mantle’s proposed transition from an optimistic rollup model to a zero-knowledge validity rollup, with Succinct’s SP1 named as its proof system. It contrasts the stated finality period under the existing model with the shorter period…

CryptoDeFiExecutionMarket microstructure
OKX Learn

The document describes a reported shift in investor holdings from stablecoins toward altcoins, highlighting CRV and PENDLE alongside XRP and SOL. It attributes the change to demand for higher returns, institutional diversification, regulatory expectations,…

CryptoDeFiSentimentOn-chain data
OKX Learn

The document explains liquid staking as a way to stake crypto assets while receiving transferable tokens that represent the deposited assets. These tokens can be traded or used in DeFi applications, including as collateral for borrowing, while the original…

CryptoDeFiRisk managementDerivatives pricing