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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
Quantopian lectures
45 documents
Binance API docs
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

77 documents

Amberdata research

This market snapshot reviews several digital-asset areas: centralized exchange share, spot price moves, futures long-short ratios, DeFi lending activity, and blockchain transaction patterns. It describes Binance losing exchange-volume share after regulatory…

CryptoSpot marketsPerpetual futuresDeFi
Amberdata research

This podcast recap discusses institutional participation in crypto, the launch of U.S. spot Bitcoin ETFs, the more modest reception of Ethereum ETFs, and regulatory barriers to further products. It describes how financial advisers and smaller offices can…

CryptoSpot marketsUS marketsDeFi
Amberdata research

This market update reviews spot exchange activity, Uniswap v3 pool volumes, DeFi lending, and Bitcoin network indicators. It highlights stablecoin-to-asset pools as a major source of Uniswap v3 trading volume, and proposes tracking new stablecoins’ pool…

CryptoDeFiOn-chain dataSpot markets
Amberdata research

This podcast recap describes Cboe Digital’s crypto spot and derivatives exchange and clearinghouse. It lists spot markets in several major digital assets and notes the launch of Bitcoin and Ethereum futures. A central topic is futures margin clearing, which…

CryptoFuturesSpot marketsRisk management
Amberdata research

This market newsletter combines digital-asset developments with indicators and market commentary from October 2024. It reports growth in OpenEden’s tokenized U.S. Treasury vault, contrasts Bitcoin and Ethereum ETF assets and flows, and describes a recovery…

CryptoSpot marketsTechnical indicatorsSentiment
Amberdata research

This webinar recap reviews digital-asset market indicators around Q2 2024, covering Bitcoin exchange-traded fund flows, spot trading, DeFi lending, blockchain transfers, and tokenized real-world assets. It reports that Bitcoin ETF flows cooled in Q2, with…

CryptoSpot marketsDeFiOn-chain data
Amberdata research

This market commentary interprets crypto options conditions ahead of the U.S. election, focusing on Bitcoin and Ethereum realized volatility, implied volatility, skew, term structure, and relative performance. It describes realized volatility as stable while…

CryptoOptionsVolatilityFutures
Amberdata research

This market commentary connects Federal Reserve easing, Bitcoin price prospects, spot ETF adoption, and options volatility. It contrasts a possible short-term volatility surge with a longer-term decline as institutional ownership grows. For a bullish…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This market snapshot links a sharp crypto price swing with changes in centralized exchange activity, DeFi lending flows, and miner behavior. It reports that spot trading volumes recovered after a brief decline, with Binance gaining share and Bybit trading…

CryptoSpot marketsVolatilityOn-chain data
Amberdata research

This report reviews digital-asset market developments in Q4 2023 and gives an outlook for 2024. It discusses token prices, circulating supply, market capitalization, Bitcoin spot-exchange share and volume, and activity across blockchain networks and DeFi…

CryptoSpot marketsDeFiSentiment
Amberdata research

This market snapshot connects crypto news and on-chain activity with spot-market, decentralized exchange, lending, and network indicators. It notes that BTC and ETH pairs remained prominent in centralized exchange dollar volume, while Binance’s share of…

CryptoSpot marketsDeFiMarket microstructure
Amberdata research

The article explains how data supports several spot Bitcoin ETF functions: calculating net asset value (NAV) and intraday indicative value, checking reserves, and helping authorized participants trade around price deviations. Because Bitcoin trades…

CryptoSpot marketsOn-chain dataArbitrage
Amberdata research

The document explains how to use spot market volume data to assess activity, liquidity, exchange concentration, and trading interest across tokens and quote currencies. It describes comparing dollar volume over time, reviewing each exchange’s share, tracking…

CryptoSpot marketsMarket microstructureSentiment
Amberdata research

The document outlines Lyra V2 as a decentralized options venue that replaced its earlier automated market maker model with a gasless central limit order book and on-chain settlement. It describes an app-chain architecture based on an optimistic Layer 2…

CryptoOptionsDerivatives pricingRisk management
Amberdata research

This weekly market note connects Bitcoin ETF flows and continued GBTC selling with pressure on BTC prices, while describing the effect of past GBTC premiums and subsequent liquidations. It reports that BTC risk reversal skew had begun to recover from a low…

CryptoOptionsVolatilityDerivatives pricing
Amberdata research

This article reviews US legislative proposals that could place much of the digital asset market under the Commodity Futures Trading Commission. It describes bills proposing CFTC oversight of spot digital commodity exchanges, intermediaries, stablecoin…

CryptoSpot marketsDerivatives pricing
Amberdata research

This weekly snapshot reviews crypto market conditions from March 19 to 26, 2024. It links Bitcoin’s recovery after an inflation-driven dip to persistent ETF demand and pre-halving accumulation, while noting uncertainty about demand after the halving and…

CryptoOn-chain dataDeFiSpot markets
Amberdata research

This analysis uses estimated institutional Bitcoin ETF cost bases to map how drawdowns could push holdings underwater and potentially amplify selling. It presents scenarios from current prices through a 30% decline, arguing that stress rises nonlinearly…

CryptoRisk managementStatisticsSentiment
Amberdata research

This market snapshot discusses the October 2023 Bitcoin rally alongside regulatory headlines, exchange activity, DeFi markets, lending, and network metrics. It cautions that reports of a spot ETF listing or approval rumors did not establish that an ETF had…

CryptoSpot marketsDeFiOn-chain data
Amberdata research

The article compares the first 30 trading days of US spot Bitcoin and Ethereum ETFs, examining net flows, assets under management, issuer patterns, and asset prices. It reports substantial Bitcoin ETF inflows alongside redemptions from Grayscale, while…

CryptoMulti-assetSpot marketsEvent-driven
Amberdata research

This market snapshot reviews Coinbase’s crypto futures approval and Base’s launch alongside activity across centralized exchanges, decentralized exchanges, lending markets, and several blockchain networks. It reports declining exchange volumes and market…

CryptoSpot marketsDeFiPerpetual futures
Amberdata research

This notice describes global cryptocurrency reference rates calculated as volume-weighted moving averages across exchanges. Users can request a rate by asset symbol, aggregating across exchanges and cross-rate pairs, or by a specific trading pair,…

CryptoSpot marketsMarket microstructure
Amberdata research

This weekly snapshot reviews digital-asset activity from February 6 to 13, 2024. It compares centralized exchange volume in major Bitcoin quote pairs, decentralized exchange volumes, lending deposits and withdrawals, token-level depositor activity, and…

CryptoSpot marketsDeFiMarket microstructure