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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

Amberdata research

This market snapshot reviews crypto price performance, centralized exchange share, futures positioning, and activity in a Uniswap v2 USDC/WETH pool. It describes BTC and ETH gains over the month covered, while MATIC and SOL declined, and notes Binance’s…

CryptoFuturesDeFiOn-chain data
Kraken Learn

The article explains financial exclusion through limited access to accounts, credit, payments, insurance, and other services. It lists barriers such as insufficient money or documentation, distance from financial institutions, restrictive laws, low financial…

CryptoDeFi
Cryptohopper blog

The article explains non-fungible tokens as blockchain assets intended to represent distinct items and ownership. It surveys proposed uses across digital art and collectibles, where token records can support claims of scarcity and provenance, and…

CryptoDeFiOn-chain data
Hummingbot docs

This announcement outlines two Hummingbot hackathon challenges. One invites developers to create a trading strategy with functionality distinct from strategies in a specified software release. The other seeks improvements to an automated market maker…

DeFiArbitrageMarket makingExecution
Amberdata research

This market snapshot reviews BTC and ETH price movements, spot trading activity, ETF flows, DeFi activity, and Bitcoin holder behavior ahead of the April 2024 halving. It frames resistance levels and falling exchange volume and ETF demand as signs that…

CryptoSpot marketsOn-chain dataDeFi
Amberdata research

The article describes Ethereum’s planned transition from proof-of-work to proof-of-stake by joining its main network with the Beacon Chain. It explains proof-of-work mining as repeated computation to find a valid block, requiring energy-intensive hardware.…

CryptoDeFiRisk management
Amberdata research

This article surveys proposed and adopted measures intended to rebuild confidence in crypto markets after major exchange failures. It discusses regulatory frameworks, proof-of-reserves reviews, segregation of customer assets, custody insurance, identity…

CryptoDeFiRisk managementExecution
Cryptohopper blog

This overview surveys ways of seeking income from cryptocurrency holdings, including mining, staking, decentralized finance lending, yield farming, savings accounts, masternodes, Lightning nodes, airdrops, dividend-like tokens, and automated trading. It…

CryptoDeFiRisk managementExecution
Amberdata research

The document distills a webinar discussion about evaluating risk and opportunity in decentralized finance liquidity protocols. It recommends examining activity through several lenses: individual wallets, pools and assets, protocols, and governance. This…

CryptoDeFiOn-chain dataRisk management
Amberdata research

The article describes a Uniswap V2 liquidity strategy that uses price volatility to decide when to provide or withdraw liquidity. It outlines the workflow: start with an even split of ETH and USDC, remove liquidity when volatility rises, rebalance the assets…

CryptoDeFiVolatilityBacktesting
Amberdata research

This July 2024 snapshot reviews crypto market conditions alongside regulatory news. It reports that centralized exchange spot volumes were broadly steady despite concerns about Bitcoin distributions and German government sales, while USDT continued to…

CryptoDeFiSpot marketsOn-chain data
Amberdata research

This article compares the data needs of crypto wallets, investors and traders, and decentralized applications. It explains that products may need blockchain balances, transaction histories, token transfers, contract events, and market prices or order books.…

CryptoDeFiOn-chain dataMarket microstructure
Kraken Learn

The document explains Centrifuge as a decentralized finance protocol that connects business lending with crypto-based liquidity. Its Tinlake marketplace represents real-world assets, such as invoices and mortgages, as blockchain tokens that can serve as…

DeFiCryptoFixed incomeRisk management
Amberdata research

The document explains why exchange price feeds alone cannot describe activity across decentralized exchanges, lending protocols, liquidity pools, NFTs, DAOs, and other blockchain applications. Network records, transactions, smart-contract events, and logs…

CryptoDeFiOn-chain dataArbitrage
Amberdata research

In this podcast summary, Loop Crypto CEO Eleni Steinman describes infrastructure for recurring stablecoin payments. The service supports scheduled wallet “pull” payments, aiming to bring crypto billing closer to familiar card-based subscriptions. Because…

CryptoExecutionDeFi
Amberdata research

This podcast recap discusses how uncertainty around Silicon Valley Bank affected confidence in USDC and trading in crypto derivatives. It describes the central concern as the timing and availability of reserves for redemption, even when eventual recovery was…

CryptoOptionsPerpetual futuresDeFi
Hyperliquid docs

The document describes HyperEVM as an EVM environment whose blocks are included in Hyperliquid execution and inherit security from HyperBFT consensus. HYPE is used for gas, and the document explains that it can be transferred from HyperCore to HyperEVM…

CryptoDeFiExecution
Hummingbot docs

This reference explains how Gateway standardizes decentralized-exchange connectors across blockchain networks. It lists active connectors by chain and supported trading type, including swap routers, traditional automated market makers, and…

CryptoDeFiExecutionMarket microstructure
Hummingbot docs

This roadmap explains how the Hummingbot Foundation planned to change governance and community incentives in 2023. It proposes regular monthly token-holder polls to set priorities for exchange connectors, strategies, and codebase work, following a year in…

CryptoMarket makingDeFi
Amberdata research

This podcast recap describes SynFutures’ design for decentralized futures markets. The platform shifted from offering term structures across crypto assets to perpetual contracts, which concentrate liquidity and provide leveraged exposure. Permissionless…

CryptoPerpetual futuresMarket makingOn-chain data
Amberdata research

This podcast overview discusses maximal extractable value, transaction ordering, and mempool visibility in decentralized finance. It describes arbitrage between centralized and decentralized exchanges as one MEV activity, and explains sandwich attacks as…

CryptoDeFiArbitrageExecution
Amberdata research

This report surveys stablecoin market capitalization, issuance and redemptions, transfer sizes, and network participation during 2023 and 2024. It compares major assets including USDT, USDC, FDUSD, and DAI, describing distinct patterns in supply growth and…

CryptoOn-chain dataDeFiRisk management
Amberdata research

This weekly crypto market report surveys spot exchanges, futures and swaps, decentralized exchanges, lending activity, and Bitcoin and Ethereum network metrics for the week of May 24, 2023. It describes lower centralized-exchange volumes after a burst of…

CryptoFuturesMarket microstructureDeFi