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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

1,747 documents

Galaxy Research

The report reviews crypto-collateralized borrowing in Q3 2025 across centralized lenders, DeFi applications, and collateralized stablecoin systems. It finds lending reached a new high, with DeFi applications accounting for a larger share than in the prior…

CryptoDeFiOn-chain dataPerpetual futures
Galaxy Research

This monthly market commentary links a sharp crypto price decline in January to liquidations, falling open interest, and weaker demand for leverage. It reports that BTC, ETH, and SOL funding rates moved from elevated December levels into negative territory,…

CryptoPerpetual futuresOn-chain dataVolatility
Galaxy Research

The article interprets leadership changes at Base and Coinbase as a retreat from creator coins and onchain social products, with renewed emphasis on trading, payments, and AI agents. It argues that turning posts into tradable tokens produced scattered…

CryptoDeFiPerpetual futuresSentiment
Galaxy Research

The report describes Solana’s effort to develop into infrastructure for onchain financial markets. It reviews changes to validator software, transaction scheduling, block propagation, execution, consensus, and networking, and explains how these upgrades aim…

CryptoExecutionMarket microstructurePerpetual futures
Galaxy Research

The article explains Hyperliquid’s governance vote to award the USDH ticker to a stablecoin issuer aligned with the network. It describes the onchain voting process, stake-weighted participation, quorum requirements, and the tight proposal timeline. The vote…

CryptoDeFiOn-chain dataPerpetual futures
Galaxy Research

This market review examines the sharp May 2021 crypto selloff, describing how a crowded advance, negative headlines, and broader risk aversion preceded a correction. It combines price moves with on-chain indicators and derivatives data to distinguish selling…

CryptoOn-chain dataFuturesPerpetual futures
Galaxy Research

This report analyzes a sharp crypto selloff triggered by a tariff announcement and amplified by leverage, thin order books, and forced liquidations. It traces how falling Bitcoin and Ether prices were followed by severe discounts in USDe, BNSOL, and WBETH on…

CryptoPerpetual futuresMarket microstructureRisk management
Galaxy Research

This brief market note links a rewards campaign to a burst of activity on Phoenix Trade, a Solana perpetuals venue. After announcing a program offering traders $420,000 in USDC over the coming month, the exchange recorded consecutive daily highs in trading…

CryptoFuturesPerpetual futuresMarket microstructure
Galaxy Research

This outlook examines how crypto acquisitions may support institutional strategy through three themes: moving financial distribution onchain, acquiring liquidity and scarce market access, and establishing economic control over protocols. Examples include…

CryptoDeFiMarket microstructurePerpetual futures
Galaxy Research

This market commentary explains how perpetual futures funding rates and the Bitcoin futures basis can indicate the cost of leverage and short-term capital in crypto markets. It describes the basis trade as buying spot Bitcoin while selling a nearby futures…

CryptoFuturesPerpetual futuresCarry
Galaxy Research

The report broadens a review of crypto lending into a wider estimate of leverage across crypto-collateralized borrowing, debt issued by public Bitcoin treasury companies, and futures open interest. It compares centralized lenders, decentralized lending…

CryptoDeFiFuturesPerpetual futures
Galaxy Research

The article traces social trading from portfolio copying on platforms such as eToro to crypto wallet trackers, group chats, and newer social wallets. It argues that apps centered on trader identities can bring discovery, execution, and public activity into…

CryptoOn-chain dataPerpetual futures
Galaxy Research

This quarterly review tracks crypto-collateralized lending across DeFi, centralized lenders, and collateralized stablecoin issuance. It reports a second consecutive quarterly decline in DeFi loans and an overall contraction in crypto-backed lending,…

CryptoDeFiRisk managementPerpetual futures
Galaxy Research

The report uses PUMP’s pre-market trading and token sale to assess whether onchain venues can handle activity at a scale associated with centralized exchanges. It says Hyperliquid attracted more peak PUMP perpetual open interest than the two named…

CryptoOn-chain dataPerpetual futuresExecution
Galaxy Research

This report examines HyperEVM, an EVM-compatible Layer-1 connected to Hyperliquid’s HyperCore trading platform. The two chains share consensus and validators, while HyperEVM is intended to add general-purpose smart contracts and DeFi composability around…

CryptoDeFiPerpetual futuresOn-chain data
Galaxy Research

The report reviews crypto market and lending conditions in July, highlighting institutional ETH basis trades, a rise in borrowing demand, and stress in liquid staking. It explains how leveraged staking loops become uneconomic when borrowing costs exceed…

CryptoDeFiCarryPerpetual futures
Galaxy Research

The article describes an exploit of Ostium, an Arbitrum-based platform for leveraged synthetic perpetual trading settled in USDC. An attacker used authorized oracle-signer and PriceUpKeep forwarder credentials to submit a future-dated signed price, then…

CryptoDeFiOn-chain dataPerpetual futures
Galaxy Research

This quarterly report tracks crypto leverage across centralized and decentralized lending, crypto-backed stablecoin issuance, publicly traded digital-asset treasury companies, and futures markets. It reports that on-chain crypto-collateralized loans rose…

CryptoDeFiPerpetual futures
Galaxy Research

The commentary reads March’s Bitcoin market through perpetual funding rates and the three-month futures basis. After a rally sparked by a policy announcement faded, funding stayed subdued or turned negative on major venues, while the basis narrowed. The…

CryptoFuturesPerpetual futuresSentiment
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

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 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 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
Galaxy Research

The report describes subdued crypto trading and persistent negative funding into year-end, then surveys developments with potential consequences for lending markets. It covers Uniswap’s shift toward protocol fees and UNI token burns, new token launches that…

CryptoDeFiOn-chain dataRisk management