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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

Deribit Insights

This article argues that crypto exchanges could evolve into broader financial service providers by adding interest accounts, payment services, and tax support. It describes several possible sources of yield: staking, lending to margin traders and market…

CryptoDerivatives pricingCarryDeFi
Deribit Insights

This podcast episode discusses DeFi risks and institutional crypto infrastructure through a conversation with Tesseract’s CEO. The guest outlines an exploit involving Kelp DAO and Aave in which a spoofed bridge was used to drain assets. The discussion…

CryptoDeFiOn-chain dataRisk management
Deribit Insights

The article examines what makes a token launch fair: participation should be permissionless and transparent, the work required should impose a real cost, and founders should not receive privileged early access or allocations. It argues that DeFi launches can…

CryptoDeFiMarket microstructureRisk management
Deribit Insights

This essay examines why YAM attracted substantial participation despite launching with unaudited contracts and suffering a governance-breaking bug. It attributes community attachment partly to a fair-launch structure: users committed capital to staking,…

CryptoDeFiRisk management
Deribit Insights

The commentary reviews crypto market moves after Bitcoin’s mid-March pullback, describing it as a reduction in leverage after a rapid rally. It compares relative performance across major assets and highlights strength in several layer-one tokens and…

CryptoVolatilityMomentumSentiment
Deribit Insights

This commentary considers reasons Ethereum layer 2 tokens have lagged Ether during a bull market. It suggests that investor capital is spread across more competing L2 tokens even though the core investment thesis remains similar: activity could move from…

CryptoMomentumStatisticsDeFi
Deribit Insights

This commentary examines a broad crypto rally following the US election and considers whether it may be late in its course. It notes that Bitcoin and Ether were relatively flat while many other tokens rose sharply, then suggests that large, liquid assets…

CryptoMomentumVolatilityRisk management
Deribit Insights

This weekly market commentary reviews subdued realized volatility in Bitcoin and Ether and considers how options traders might respond. It notes that short-dated options had cheapened as realized moves eased, while the front of the volatility curve sat below…

CryptoOptionsVolatilityRisk management
Deribit Insights

The essay argues that Bitcoin’s historical dominance was reinforced by market structure as well as by its perceived qualities. It describes how Bitcoin-margined perpetual swaps made BTC the common collateral and profit-and-loss unit for trading other assets.…

CryptoDerivatives pricingPerpetual futuresMarket microstructure
Deribit Insights

This analysis examines PancakeSwap’s rise as a decentralized exchange on Binance Smart Chain, linking its adoption to lower transaction costs, faster blocks, Binance’s user and asset ecosystem, and a tradeoff between throughput and decentralization. It cites…

CryptoDeFiMarket makingPortfolio construction
Deribit Insights

This article uses Dai’s post-crash premium above one dollar to explain how Maker can influence stablecoin supply and demand. Unlike fiat-backed stablecoins, Dai is issued against overcollateralized debt, so arbitrageurs face collateral and capital costs.…

CryptoDeFiArbitrageRisk management
Deribit Insights

The essay examines how crypto’s growing engagement with established political and financial institutions may challenge its origins as a movement built around separation from them. It uses a US infrastructure bill debate, El Salvador’s Bitcoin law, a proposed…

CryptoDeFiSentimentRisk management
Deribit Insights

This article compares centralized finance and decentralized finance approaches to crypto margin trading. It describes centralized exchange systems in which spot, margin, and funding balances are separated, with exchanges intermediating between lenders and…

CryptoDeFiSpot marketsMarket microstructure
Deribit Insights

The article compares Japan’s credit-fueled asset boom with crypto market activity, arguing that lending, low borrowing costs, and debt-backed asset creation can direct capital toward speculative markets. It describes Japan’s use of lending quotas, known as…

CryptoDeFiRisk managementPortfolio construction
Deribit Insights

The article develops a bearish Ether thesis by combining chart support levels with an estimate of value based on Ethereum network revenue. It proposes a December 2023 put spread with strikes at 1,400 and 1,200, arguing that it could offer defined-cost…

CryptoOptionsDerivatives pricingTechnical indicators
Deribit Insights

This year-in-review collection discusses crypto market structure, regulation, and the failures that followed the 2022 downturn. Its risk-management section argues that cascading losses were enabled by excessive leverage, concentrated exposures, and weak…

CryptoRisk managementPosition sizingMarket microstructure
Deribit Insights

The article compares four ways to distribute new tokens: equal-weight liquidity pools, Balancer liquidity bootstrapping pools, uncapped batch auctions, and Dutch auctions. It assesses each method by capital needs, fairness, and incentives, using examples…

CryptoDeFiMarket microstructureExecution
Deribit Insights

This podcast overview introduces a discussion about institutional participation in crypto and the development of prediction markets. The guest, a crypto derivatives research provider, describes growing involvement from banks, structured product desks, and…

CryptoOptionsVolatilityDeFi
Deribit Insights

This retrospective examines the 2020 DeFi token selloff despite continued growth in value locked. It proposes a combination of risk aversion, profit-taking after rapid price rises, and heavy governance-token emissions from liquidity-mining programs as…

CryptoDeFiStatisticsSentiment
Deribit Insights

This podcast discussion considers borrowing against Bitcoin as a way for holders to access liquidity without selling their coins. A guest from SATS Terminal describes an aggregation platform for Bitcoin lending opportunities across decentralized finance…

CryptoOptionsDeFiRisk management
Deribit Insights

This podcast discussion links crypto market behavior to geopolitical risk, derivatives activity, and the changing structure of on-chain markets. Bitcoin is described as holding near a range despite Middle East tensions, high oil volatility, and pressure on…

CryptoDerivatives pricingOn-chain dataDeFi
Deribit Insights

The document explains maximal extractable value (MEV) as revenue gained by changing which transactions enter a block and in what order. It describes how limited blockspace, public transaction data, and builders’ ability to choose transactions create…

CryptoArbitrageMarket microstructureOn-chain data
Deribit Insights

This satirical article describes ways a DeFi exchange might make activity appear stronger than it is. Its examples include rewarding wash trades, using coordinated wallets to create offsetting trades, provoking arbitrage to increase reported volume, and…

CryptoDeFiMarket microstructureRisk management
Deribit Insights

The article examines why decentralized finance governance often falls short of broad participation. It compares protocol voting to student government: most users have little incentive or time to engage, while decision-making power often remains with a small…

DeFiRisk management