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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

Amberdata research

This article recaps remarks by Amberdata CEO Shawn Douglass in a podcast discussion about digital-asset data infrastructure, market behavior after the FTX collapse, and changing institutional preferences. It presents comprehensive blockchain and…

CryptoDerivatives pricingDeFiRisk management
Amberdata research

This market snapshot examines the surge in memecoin activity and its effects across centralized exchanges, futures, decentralized exchanges, lending markets, and blockchain networks. It connects demand for tokens such as PEPE and Bitcoin’s BRC-20 assets with…

CryptoMarket microstructureSentimentOn-chain data
Amberdata research

The podcast describes Kettle Finance’s approach to bringing luxury watches onto a blockchain-based marketplace. Its proposed model combines third-party authentication, on-chain ownership records, global trading access, and loans against tokenized watches.…

CryptoOn-chain dataDeFiMarket microstructure
SuperMind

This overview explains three exchange designs used for cryptocurrency trading: central limit order books (CLOBs), request-for-quote (RfQ) systems, and automated market makers. In a CLOB, buy and sell orders are collected and generally matched by price and…

CryptoMarket microstructureExecutionDeFi
Kraken Learn

The document introduces play-to-earn games, where players can receive cryptocurrency or NFTs for completing in-game activities. It describes how blockchain networks support tokenized game items that players may own, sell, or trade, and how some games use…

CryptoDeFiRisk management
BigQuant

The article explains play-to-earn games as blockchain-based games that reward activity with tokens or NFTs that may be traded beyond the game. It outlines how a game built on a blockchain can assign digital identities to items, enabling players to hold,…

CryptoDeFi
Amberdata research

This market snapshot interprets late 2023 digital asset activity using spot volumes, Bitcoin on-chain profit measures, a price valuation indicator, decentralized exchange volumes, lending data, and network transactions and fees. It reports rising trading…

CryptoOn-chain dataSentimentSpot markets
Amberdata research

This dashboard description covers tokenized gold, silver, and platinum on Ethereum, alongside stablecoins. It outlines how to track token issuance, circulating supply, market capitalization, transfers, distinct senders and receivers, velocity, and holders.…

CryptoCommoditiesOn-chain dataSpot markets
Kraken Learn

This overview surveys seven themes the article expects to influence crypto markets in 2025: regulatory developments, traditional finance’s engagement with DeFi, stablecoin use, tokenization of real-world assets, memecoins, AI and blockchain projects, and…

CryptoDeFiSpot marketsSentiment
Amberdata research

This report summarizes an institutional panel discussion about blockchain and digital assets. The speakers describe tokenization as a way to create potential liquidity and new exchange venues for assets that are difficult to sell, while smart contracts could…

CryptoDeFiSpot marketsMarket microstructure
Amberdata research

The article introduces three areas of decentralized finance beyond lending: staking, asset management, and insurance. It explains how proof-of-stake networks reward validators for locking tokens, how delegation can let smaller holders participate, and how…

DeFiCryptoRisk managementPortfolio construction
SuperMind

This overview explains three decentralized finance protocol categories: staking, asset management, and insurance. It describes proof-of-stake validators locking native tokens to help verify blocks and earn rewards, delegated staking for holders who cannot…

DeFiCryptoRisk management
Amberdata research

The article explains how stablecoins seek to hold a reference value and distinguishes supply-adjusting algorithmic designs from coins backed by fiat, commodities, or crypto assets. It describes several routes to a depeg: insufficient or illiquid reserves,…

CryptoDeFiRisk managementVolatility
Amberdata research

This podcast recap summarizes an interview with Dakota’s founder about stablecoins, tokenized real-world assets, institutional adoption, and crypto-oriented business banking. It presents stablecoins as a potential way for fintech firms and businesses to move…

CryptoFixed incomeDeFiRisk management
Cryptohopper blog

This introductory guide distinguishes coins, which are native assets of blockchain networks, from tokens, which are issued through applications or services built on a blockchain. It describes coins as assets used for transactions, value storage, and network…

CryptoDeFi
Kraken Learn

This survey report describes crypto holders’ experiences with fraud, theft, and common account or transaction mistakes. It says many respondents worry more about errors they might make themselves than attacks by others, and that security concerns have kept…

CryptoDeFiRisk managementSentiment
Amberdata research

The document reviews stablecoin deposits and interest in DeFi lending protocols from 2020 through September 2023. It explains how deposits supply lending pools, while borrowers post collateral and pay interest; stablecoins make collateral values and…

CryptoDeFiOn-chain data
Kraken Learn

The document explains Ethereum’s transition from proof of work to proof of stake through the integration of the Beacon Chain with the main network. Under proof of work, miners competed to validate transactions through computation; after the transition,…

CryptoDeFiOn-chain data
Hummingbot docs

This strategy monitors the same spot trading pair across two venues: one is an automated market maker decentralized exchange, and the other may be a centralized order-book exchange or another supported spot venue. When the price difference offers…

ArbitrageSpot marketsExecutionMarket microstructure
Amberdata research

The article explains how Uniswap V3 liquidity providers allocate capital within chosen price ranges rather than spreading it across the full price curve. Concentrating liquidity can put more capital to work and increase fee earning while prices stay in…

CryptoDeFiMarket makingVolatility
Hummingbot docs

This article outlines a planned redesign of Hummingbot Gateway, a service that connects trading clients to decentralized exchanges with different software stacks. It focuses on operational issues that can make blockchain trading unreliable, including…

CryptoDeFiExecutionMarket microstructure
Amberdata research

This article explains Ethereum proof-of-stake and liquid staking tokens (LSTs), which let holders delegate ETH to a protocol and receive a token representing their staked position. That token can be used in DeFi, such as as lending collateral, improving…

CryptoDeFiFuturesCarry
FMZ live strategies

This live dashboard describes a Web3 yield scanner that periodically reports lending and borrowing rates across Aave V3 assets and chains, estimated returns from looping deposits and borrowing subject to loan-to-value limits, fixed yields in Pendle markets,…

CryptoDeFiCarryOn-chain data