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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 introduces Starknet as an Ethereum Layer 2 using zk-STARK proofs to validate off-chain transaction processing. It highlights the v0.14.0 upgrade’s distributed sequencers and reports block times falling from 30 seconds to 6 seconds. It also…

CryptoDeFiOn-chain dataRisk management
OKX Learn

The article explains how a decentralized exchange aggregator combines quotes and liquidity from multiple DEXs to route swaps. It describes smart routing as a way to seek favorable prices and reduce slippage, gas costs, and transaction costs, and outlines…

CryptoExecutionMarket microstructureDeFi
OKX Learn

The document outlines Honeypot Finance’s planned automated market maker perpetual exchange and its emphasis on liquidity spanning multiple blockchains. It presents AMM-based trading as an alternative to order book infrastructure and argues that shared…

CryptoDeFiPerpetual futuresMarket making
OKX Learn

The document explains Pi Network’s appeal through its phone-based mining process, which is presented as a low-cost, low-energy alternative to hardware-intensive proof-of-work mining. It also describes the project’s enclosed mainnet phase, its large user…

CryptoSpot marketsDeFi
OKX Learn

The document explains Enjin as a blockchain ecosystem that began with gaming NFTs and expanded to other digital collectibles and tokenized items. It describes ENJ’s role in backing assets: developers acquire ENJ, design and mint tokens, and users can trade…

CryptoOn-chain dataSpot marketsDeFi
OKX Learn

The document describes Fasset’s provisional authorization to operate in the Labuan regulatory sandbox and outlines a proposed digital banking model built around Islamic finance principles. It explains that the sandbox permits supervised product testing but…

CryptoDeFiSpot marketsEquities
OKX Learn

The document surveys governance approaches used by decentralized autonomous organizations. It contrasts token weighted voting, which is simple to deploy but can concentrate influence among large holders, with reputation based systems and Soulbound Tokens…

CryptoDeFiRisk management
OKX Learn

The document outlines ApeX Protocol’s proposed approach to managing APEX token supply and incentives. Its esAPEX12 product is described as locking unlocked tokens for 12 months, with a daily 1:1 release intended to make distribution more predictable. The…

CryptoDeFi
OKX Learn

The document describes Centrifuge’s move from a Substrate-based chain to an EVM-native protocol and its stated support for Ethereum, Plume, Base, Arbitrum, Avalanche, and BNB Chain. It presents EVM compatibility as a way to simplify integrations for asset…

CryptoDeFiOn-chain dataMulti-asset
OKX Learn

The article explains LINK’s rally through a mix of market positioning and ecosystem developments. It points to whale accumulation, an institutional data partnership, and a record in total value secured as possible supports for demand. It also discusses…

CryptoDeFiOn-chain dataMomentum
OKX Learn

The document surveys Solana ecosystem developments, including the stated PUMP token integration across Solana and Base, high transaction throughput, trading surges associated with memecoins, and Coinbase’s addition of SPL tokens to its asset recovery tool.…

CryptoSpot marketsOn-chain dataDeFi
OKX Learn

The article reviews a rebound in crypto venture investment in March and April 2024, with capital concentrated in infrastructure, GameFi, and DeFi. It compares the recent funding pace with earlier peaks and notes institutional participation, including…

CryptoStatisticsDeFiSentiment
OKX Learn

The document explains proof-of-stake as a process in which token holders commit assets to help secure a network and may earn rewards. It compares custodial staking through centralized exchanges with self-custodial staking through decentralized protocols, and…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document presents Ondo Finance as a bridge between traditional finance and decentralized finance through on-chain versions of real-world financial assets, including U.S. Treasuries, exchange-traded funds, and money market instruments. It describes…

CryptoFixed incomeDeFiOn-chain data
OKX Learn

The document introduces Ethereum, DAI, and Tornado Cash as complementary parts of decentralized finance: a blockchain asset, a stablecoin, and a transaction privacy protocol. It describes Tornado Cash as a non-custodial mixer that uses zk-SNARKs and on-chain…

CryptoDeFiOn-chain data
OKX Learn

The article describes Enlivex Therapeutics’ announced plan to direct part of a private placement toward RAIN, a token associated with a decentralized prediction market on Arbitrum. It outlines token features cited by the article, including governance, a…

CryptoDeFiRisk managementMarket microstructure
OKX Learn

The document examines two risks relevant to crypto traders: the potential for a smart contract exploit to spread through interconnected DeFi protocols, and the possibility that subdued volatility in equities and crypto could rise. It describes Curve’s…

CryptoDeFiVolatilityRisk management
OKX Learn

The article outlines Aster’s airdrop model for users of its decentralized perpetual trading platform. It names trading activity, time spent holding open positions, referrals, leaderboard participation, and community involvement as factors associated with…

CryptoPerpetual futuresDeFiPosition sizing
OKX Learn

The article connects Shiba Inu’s price narrative to large-holder activity, token burns, circulating supply, and development of Shibarium, its layer-two network. It argues that lower whale accumulation may weigh on sentiment, while burns alone may have…

CryptoOn-chain dataSentimentDeFi
OKX Learn

The document describes Mask Network as a way to add encrypted communication and Web3 services to familiar social media platforms. Its listed functions include private messaging, decentralized storage, peer-to-peer crypto payments, DApp access, and support…

CryptoDeFiSpot markets
OKX Learn

The guide explains Solana staking through proof of stake: users delegate SOL to validators, which process transactions and receive rewards shared with delegators. It compares three approaches: native delegation from a self-custody wallet, exchange-managed…

CryptoDeFiRisk management
OKX Learn

The document introduces real-world asset tokenization: representing rights to physical or financial assets as blockchain tokens. It describes potential benefits such as fractional access, improved transferability, and clearer records, then outlines one…

CryptoOn-chain dataDeFi
OKX Learn

The article presents Uniswap’s reported $3 trillion in cumulative trading volume as a marker of its role in decentralized trading. It describes several factors behind adoption: customizable liquidity pools and on-chain limit orders in v4, integrations across…

CryptoDeFiMarket microstructureExecution
OKX Learn

The document introduces leveraged perpetual futures and position trading on Hyperliquid, a decentralized exchange operating on a custom Layer 1 blockchain. It states that leverage of up to 50x is available and explains the basic trade-off: leverage expands…

CryptoPerpetual futuresRisk managementPosition sizing