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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

340 documents

Galaxy Research

The document summarizes debates at Ethereum’s 2024 Devcon about the network’s identity and long-term direction. It contrasts technical roadmaps, including a proposed overhaul of the consensus protocol, with a broader shared purpose centered on permissionless…

CryptoDeFiSentiment
Galaxy Research

This report surveys crypto hedge funds and venture fundraising through 2023. It describes the market backdrop, fund closures and track records, the concentration of assets among larger managers, and the rebound in hedge-fund assets under management. It…

CryptoStatisticsMomentumRisk management
Galaxy Research

The document examines BNB Smart Chain’s late-2025 rise in activity, linking it to memecoin trading, launchpad revenue, perpetual-futures competition, and renewed attention from Binance founder Changpeng Zhao. It explains BSC’s role in the BNB Chain…

CryptoOn-chain dataMomentumDeFi
Galaxy Research

This report frames memes as cultural ideas whose means of expression and distribution have changed with communication technology. It argues that blockchains extend this history by offering globally accessible, persistent ledgers and peer-to-peer token…

CryptoDeFiSentimentVolatility
Galaxy Research

This report explains Ethereum proof-of-stake participation, the main types of stakers, reward sources, protocol penalties, and factors that may change the proportion of ETH staked. Stakers earn issuance, transaction priority fees, and value associated with…

CryptoDeFiRisk managementOn-chain data
Galaxy Research

This report analyzes crypto and blockchain venture investment and fund fundraising in 2022. It finds that annual startup investment nearly matched the prior year, but deal counts and capital declined in every quarter after a first-quarter peak. The authors…

CryptoStatisticsSentiment
Galaxy Research

The commentary reviews May 2025 developments across crypto markets, lending, and regulation. It reports Bitcoin reaching a new high amid strong spot ETF inflows and elevated perpetual funding, futures basis, and open interest. Ethereum also rose, which the…

CryptoFuturesPerpetual futuresSpot markets
Galaxy Research

This report explains peer-to-peer NFT lending, where borrowers lock NFTs as collateral for ETH loans and accept terms that can include an interest rate, duration, and liquidation threshold. It frames this borrowing as a way for holders to obtain liquidity or…

CryptoDeFiRisk managementPosition sizing
Galaxy Research

This quarterly review tracks crypto-collateralized borrowing across centralized lenders, decentralized lending applications, and the collateral-backed portion of stablecoin supply. It compares the recent contraction with the sharper 2022 lending unwind, and…

CryptoDeFiFuturesPerpetual futures
Galaxy Research

This report surveys dollar-pegged stablecoins, outlining three broad designs: fiat-backed tokens redeemable through centralized issuers, crypto-backed tokens issued against on-chain collateral, and algorithmic systems that use supply mechanisms and related…

CryptoDeFiOn-chain dataRisk management
Galaxy Research

This report reviews the first 150 days of Ethereum blob use after the Dencun upgrade and explains how EIP-4844 gives rollups a separate, temporary data-storage market. It describes blob capacity and fees, how blob-carrying transactions differ from calldata…

CryptoDeFiOn-chain dataMarket microstructure
Galaxy Research

The report reviews a shift from crypto market correction to recovery and consolidation, alongside continued deleveraging in crypto-backed lending. It tracks Bitcoin prices, exchange-traded product flows, and CME basis, noting that rising Treasury yields…

CryptoFixed incomeOn-chain dataDeFi
Galaxy Research

This report presents Galaxy Research’s forecasts for cryptocurrency markets and industry developments in 2025, drawing on conditions observed in 2024. Its predictions span Bitcoin prices and exchange-traded product assets, institutional and sovereign…

CryptoSentimentOn-chain dataDeFi
Galaxy Research

This report traces Dogecoin from its 2013 launch as a humorous Bitcoin-derived project through its community-driven growth and later speculative surges. It describes the coin’s technical lineage, including its Scrypt proof-of-work roots and subsequent merged…

CryptoSentimentMomentumMarket microstructure
Galaxy Research

The commentary explains how bullish sentiment after news about spot Ethereum exchange-traded funds widened front-month BTC and ETH futures basis. It describes a delta-neutral trade: buy spot and short futures to capture the spread as contract prices…

CryptoFuturesArbitrageOn-chain data
Galaxy Research

The report surveys cryptocurrency fundraising for registered charities, activist groups, and blockchain public goods. It describes two main channels: centralized donation processors that accept crypto and convert it to fiat, and direct on-chain funding…

CryptoOn-chain dataDeFiRisk management
Galaxy Research

The article considers Stripe’s reported agreement to acquire OpenRouter and Ramp’s launch of a competing model router. These services direct requests among multiple AI models according to factors such as task complexity, price, speed, and reliability. The…

CryptoExecutionMarket microstructureStatistics
Galaxy Research

The report explains how Bitcoin’s UTXO model and Script govern spending, and why Script’s limited computation and lack of access to global state make complex contracts, bridges, and custody designs difficult. It compares OP_CAT, which could concatenate stack…

CryptoTechnical indicatorsRisk managementDerivatives pricing
Galaxy Research

The article describes Shielded Bitcoin, a proposed protocol for private BTC transfers on Bitcoin’s base layer without a soft fork or sidechain. It adapts a shielded-pool approach: value is represented by encrypted notes, while transfers publish encrypted…

CryptoOn-chain dataSpot marketsMarket microstructure
Galaxy Research

The article explains a 2021 Presidential Working Group report on stablecoins and its policy recommendations. It describes a proposal to limit issuance, redemption, and reserve management to insured depository institutions, with additional oversight for…

CryptoUS marketsRisk management
Galaxy Research

This analysis examines how anticipation of an Ethereum proof-of-work fork affected ETH borrowing and deposits ahead of the Merge. Borrowers could seek to increase their potential allocation of forked tokens by holding native ETH, while lenders withdrew ETH…

CryptoDeFiRisk managementMarket microstructure
Galaxy Research

The article compares a major exchange wallet exploit with an earlier theft to explain a recurring security pattern: attackers compromise the systems that prepare or approve transactions rather than breaking private-key cryptography. In the Bitget incident,…

CryptoOn-chain dataRisk managementMarket microstructure
Galaxy Research

This quarterly review assesses Solana’s network, trading markets, and financial applications during a weaker period for crypto activity. DEX volume, application fees, and perpetual futures volume fell, while Solana retained DEX leadership and improved or…

CryptoDeFiMarket microstructurePerpetual futures