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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

3,736 documents

Amberdata research

This July 2024 snapshot reviews crypto market conditions alongside regulatory news. It reports that centralized exchange spot volumes were broadly steady despite concerns about Bitcoin distributions and German government sales, while USDT continued to…

CryptoDeFiSpot marketsOn-chain data
Amberdata research

This article compares the data needs of crypto wallets, investors and traders, and decentralized applications. It explains that products may need blockchain balances, transaction histories, token transfers, contract events, and market prices or order books.…

CryptoDeFiOn-chain dataMarket microstructure
Amberdata research

The document explains why exchange price feeds alone cannot describe activity across decentralized exchanges, lending protocols, liquidity pools, NFTs, DAOs, and other blockchain applications. Network records, transactions, smart-contract events, and logs…

CryptoDeFiOn-chain dataArbitrage
BigQuant

This quarterly review surveys crypto market developments in early 2024, including Bitcoin spot ETF flows, Ethereum’s EIP-4844 upgrade, memecoin activity, real-world asset tokens, and regulatory changes. It combines token performance and exchange volume…

CryptoSpot marketsTechnical indicatorsOn-chain data
Cryptohopper blog

The article reports a warning that Ethereum core development may face an annual funding shortfall of about $30 million after Ethereum Foundation spending cuts and the April 2026 expiration of its Client Incentive Program. The source attributes the estimate…

CryptoOn-chain dataEvent-driven
Amberdata research

This podcast recap describes SynFutures’ design for decentralized futures markets. The platform shifted from offering term structures across crypto assets to perpetual contracts, which concentrate liquidity and provide leveraged exposure. Permissionless…

CryptoPerpetual futuresMarket makingOn-chain data
Amberdata research

This report surveys stablecoin market capitalization, issuance and redemptions, transfer sizes, and network participation during 2023 and 2024. It compares major assets including USDT, USDC, FDUSD, and DAI, describing distinct patterns in supply growth and…

CryptoOn-chain dataDeFiRisk management
Amberdata research

This article explains how historical Bitcoin market data can support research, strategy backtesting, volatility analysis, and comparisons with other assets. It describes API access as a way to request data over chosen periods and automate analysis. The data…

CryptoBacktestingMarket microstructureVolatility
Amberdata research

This primer explains how algorithmic stablecoins seek to hold a fiat peg by adjusting token supply, often through a related token and arbitrage. It compares them with fiat-backed and over-collateralized designs, and outlines evaluation factors including…

CryptoDeFiArbitrageRisk management
Kraken Learn

The document compares stablecoin reward products with high-yield savings accounts using stated rates from April 2026. It lists bank savings rates alongside exchange rewards and DeFi lending yields, and explains that stablecoin returns may come from platform…

CryptoOn-chain dataDeFiRisk management
Amberdata research

This overview explains why digital-asset tax and regulatory compliance can be difficult for financial institutions. It describes the record-keeping challenge created by pseudonymous networks, cross-border activity, and varied transactions such as asset…

CryptoDeFiOn-chain dataRisk management
Amberdata research

The announcement explains how a decentralized oracle network can connect blockchain smart contracts to external APIs, which contracts cannot query directly. It describes a partnership through which Amberdata market and blockchain data can be requested…

CryptoMarket microstructureExecutionOn-chain data
Amberdata research

This article surveys Ethereum’s network activity and ecosystem developments around its eighth anniversary. It reports snapshots of staking, decentralized finance deposits, node counts, transaction activity, and ETH price and capitalization, then outlines a…

CryptoDeFiFuturesOn-chain data
Amberdata research

The article explains how leveraged crypto positions can be forcibly closed when prices fall, collateral loses value, liquidity dries up, or other shocks weaken a position. Because liquidation systems often operate automatically, one round of forced selling…

CryptoRisk managementOn-chain dataVolatility
Hyperliquid docs

HIP-1 defines capped-supply fungible tokens and native spot order books. A token’s genesis configuration sets its name, precision, maximum supply, initial allocations, optional allocation to holders of an anchor token, and possible initialization of…

CryptoSpot marketsMarket microstructureExecution
Amberdata research

The interview overview describes Goldfinch, an Ethereum lending protocol that connects investors using USDC with lending businesses that serve borrowers in local markets. Its approach relies on investor vetting and direct legal agreements, with some lending…

CryptoDeFiOn-chain dataRisk management
Amberdata research

This market snapshot surveys crypto-related regulatory and security developments alongside spot exchange activity, decentralized trading, lending, and network data. It describes changes in exchange market share and volumes, reports that…

CryptoSpot marketsFuturesDeFi
TradingView scripts

This indicator compares Bitcoin’s 28-day percentage price change with the corresponding change in daily active blockchain addresses. It plots both measures and builds upper and lower bands from the active-address change series, using a configurable moving…

CryptoOn-chain dataSentimentTechnical indicators
TradingView scripts

This strategy uses an on-chain series reporting the share of addresses that are profitable, sourced from IntoTheBlock for a selectable crypto asset. It plots the daily series, optionally smoothed with a moving average, and enters a long position when the raw…

CryptoOn-chain dataTechnical indicators
TradingView scripts

This indicator turns Bitcoin’s historical price and time series into a clock-like spiral visualization. It is restricted to the BTCUSD all-history index on the daily timeframe. The script collects closing prices and timestamps, smooths log-transformed prices…

CryptoTechnical indicatorsStatisticsOn-chain data
TradingView scripts

This TradingView indicator overlays Bitcoin price with a visual dashboard of blockchain and market measures. It requests series such as network difficulty, hash rate, transaction counts, fees, miner revenue, market capitalization, and exchange volume, then…

CryptoOn-chain dataTechnical indicatorsStatistics
TradingView scripts

The indicator compares Bitcoin market capitalization with realized capitalization and offers a free-float variant that substitutes free-float market capitalization. Its Z-score expresses the gap between market and realized capitalization relative to the…

CryptoOn-chain dataStatisticsMean reversion
TradingView scripts

This chart overlay marks changes in Bitcoin’s mining difficulty using daily difficulty data. In its default mode, it colors background columns green when difficulty rises and red when it falls. The offset columns are a display choice intended to keep the…

CryptoOn-chain dataTechnical indicators