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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

3,736 documents

Amberdata research

This podcast overview discusses Nexus Mutual, an Ethereum-based mutual insurance protocol focused on covering smart contract and decentralized finance risks. The protocol combines member-provided capital with a market for assessing covered risks: the team…

CryptoDeFiRisk managementOn-chain data
Kraken Learn

The document explains blockchain as a shared ledger maintained by networked computers. It describes how cryptographic links connect blocks, how nodes check transactions, and how consensus mechanisms such as proof of work and proof of stake help the network…

CryptoDeFiOn-chain dataMarket microstructure
Amberdata research

The article introduces altcoins and decentralized finance as possible sources of diversification and excess returns. It describes an altcoin-season indicator based on the share of leading altcoins outperforming Bitcoin over a specified period, with a 75%…

CryptoDeFiOn-chain dataVolatility
Cryptohopper blog

The article attributes a rise in Bitcoin network activity to small transactions linked to inscription and data-layer protocols, including Ordinals, Runes, and BRC-20. It reports that transfers below 0.01 BTC account for about 80% of daily activity, compared…

CryptoOn-chain dataMarket microstructure
Amberdata research

This article explains Nouns DAO’s model: one NFT is auctioned each day, with proceeds accruing to a treasury that holders allocate through proposals and votes. It presents gradual, recurring funding as a way to give members time to coordinate and assess…

CryptoOn-chain dataDeFi
Amberdata research

This document outlines a compliance-oriented framework for assessing digital asset risks. It recommends categorizing protocol-level concerns such as smart-contract integrity, consensus vulnerabilities, and network security, while evaluating privacy coins…

CryptoRisk managementOn-chain dataVolatility
Amberdata research

This market snapshot combines regulatory and adoption news with Bitcoin on-chain indicators. It discusses a proposed SEC crypto task force, Arizona legislation to permit public funds to hold digital assets, and increased Solana activity associated with…

CryptoOn-chain dataStatisticsSentiment
Amberdata research

The article describes growing hedge fund interest in cryptocurrency and attributes it mainly to clearer regulation and more mature institutional infrastructure. It cites industry estimates and examples of established funds entering the market to illustrate…

CryptoRisk managementOn-chain data
FMZ live strategies

This live dashboard scans concentrated liquidity pools across several chains and decentralized exchanges, then ranks them by estimated annualized fees. It lists each pool’s pair, fee tier, total value locked, 24-hour trading volume and trade count, turnover,…

CryptoDeFiOn-chain data
Amberdata research

This market snapshot reviews digital-asset developments around early January 2024, including conflicting reports about spot Bitcoin ETF decisions, a lending-protocol exploit, and Solana’s recovery. It interprets reported spot trading activity, decentralized…

CryptoSpot marketsDeFiOn-chain data
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
Amberdata research

This podcast overview describes Vertex, a decentralized trading platform that combines spot and perpetual markets with an integrated lending market. Its design pairs a central limit order book with an automated market maker, while shared collateral lets…

CryptoPerpetual futuresMarket makingRisk management
Amberdata research

This analysis uses on-chain valuation, miner, and network activity measures to assess Bitcoin’s 2025 market regime and frame questions for 2026. It explains MVRV, its standardized Z-Score, NUPL, and realized price as measures of holder cost basis and…

CryptoOn-chain dataSentimentStatistics
Amberdata research

This weekly digital asset snapshot combines price and volatility changes with derivatives positioning, institutional flows, orderbook depth, and DeFi credit conditions. It reads falling prices alongside rising open interest and expanded long positioning as a…

CryptoPerpetual futuresMarket microstructureVolatility
Amberdata research

A crypto data panel at an industry summit offered three observations about the digital asset ecosystem. The speakers framed the FTX collapse as a catalyst for US regulation and a reminder that public blockchain data can support greater transparency. They…

CryptoOn-chain dataRisk management
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
Amberdata research

The article describes an on-chain method for examining which other tokens are held by wallets that own ENA. It starts with a list of ENA holders, retrieves their other token balances, filters likely spam tokens, and transforms the data into a wallet-by-token…

CryptoOn-chain dataPortfolio constructionStatistics
Amberdata research

This market snapshot argues that Bitcoin could benefit from anticipated U.S. regulatory changes, a proposed strategic reserve, supportive congressional sentiment, and lower interest rates. It combines this policy outlook with several market indicators: a…

CryptoMomentumOn-chain dataSentiment
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

This article outlines a data-driven approach to cryptocurrency compliance. It recommends continuous transaction monitoring that uses machine learning to flag behavioral anomalies and graph analysis to trace fund flows and indirect links to mixers, darknet…

CryptoOn-chain dataMachine learningRisk management
Amberdata research

This excerpt analyzes Bitcoin supply by coin age and wallet balance to describe a 2025 shift from smaller or shorter-term holders toward larger holders. It reports that long-term holder supply declined as short-term holder supply rose, while wallets holding…

CryptoOn-chain dataSentiment
Hyperliquid docs

The document explains Hyperliquid’s permissionless framework for deploying perpetual futures markets. A deployer defines each market and its oracle, operates it by setting prices and leverage limits, and can halt trading to cancel orders and settle positions…

CryptoPerpetual futuresOn-chain dataRisk management
Hummingbot docs

These release notes describe Hummingbot 2.10.0 updates to infrastructure for centralized and decentralized exchange operations. The highlights include integration of Gateway with the Hummingbot API, allowing API and MCP workflows to manage Gateway instances,…

CryptoSpot marketsPerpetual futuresMarket making
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