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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

2,013 documents

Bitget Academy

The article explains how CPI surprises can affect several markets through changes in Federal Reserve rate expectations, the dollar, and growth outlooks. It presents a study of 48 U.S. CPI announcements from February 2021 to January 2025, reporting that…

Multi-assetEvent-drivenStatisticsVolatility
Bitget Academy

This guide presents a framework for comparing day trading platforms across execution quality, fees, regulation, security, available markets, and fit with a trader’s style. It explains how slippage, routing, spreads, commissions, financing charges, inactivity…

Multi-assetExecutionMarket microstructureRisk management
Bitget Academy

This overview introduces several asset types available to UK investors, including company shares, government and corporate bonds, foreign exchange, cryptocurrencies, and tokenised real-world assets. It describes shares as ownership stakes, bonds as lending…

EquitiesFixed incomeForexCrypto
Bitget Academy

The document explains the All Weather approach associated with Ray Dalio: balance risk across assets that respond differently to unexpected changes in economic growth and inflation. It describes a five-part allocation across equities, long- and…

Multi-assetPortfolio constructionRisk managementBacktesting
Bitget Academy

The article defines a Universal Exchange as a platform model that brings centralized crypto trading, decentralized tokens, and traditional or tokenized assets into one interface. It contrasts centralized exchanges, which emphasize convenience, with…

CryptoMulti-assetExecutionDeFi
Bitget Academy

The document compares several routes for obtaining stock-related exposure with USDT: spot-style stock tokens, Ondo-backed tokenized products, stock perpetual futures, and CFDs. It explains that these products differ in what they represent and how they trade.…

CryptoEquitiesDerivatives pricingPerpetual futures
Bitget Academy

The article frames rising U.S. public debt as a question of financing cost and continued investor demand for Treasuries, rather than as evidence of imminent default. It explains how refinancing maturing debt at higher yields could increase government…

Fixed incomeMulti-assetRisk managementUS markets
Bitget Academy

The article examines a proposed U.S.-listed crypto ETF holding Bitcoin, Ether, Solana, XRP, and Cronos. It describes the intended allocation as heavily weighted toward Bitcoin, with smaller positions in the other tokens, and discusses planned staking for…

CryptoMulti-assetPortfolio constructionRisk management
Bitget Academy

The article proposes a structured way to analyze how a Federal Reserve decision can affect the dollar, Treasury yields, gold, oil, U.S. equities, and Bitcoin differently. Its example describes a rate increase and hawkish guidance, then reports varied…

Multi-assetEvent-drivenSentiment
Bitget Academy

The article argues that traders specializing in one instrument may develop better familiarity with its volatility, catalysts, trading sessions, and false-breakout behavior. It uses Nasdaq and gold as examples, linking Nasdaq moves to technology earnings and…

Multi-assetRisk managementMarket microstructureFutures
Bitget Academy

The article interprets June FOMC minutes as signaling renewed concern about inflation despite an unchanged policy rate. It highlights disagreement among policymakers about future rates, describes a shift toward data-dependent communication, and identifies…

Multi-assetForexCommoditiesEquities
Bitget Academy

The article explains how a Federal Reserve rate increase and the rejection of firm forward guidance can affect market expectations. It links elevated inflation, resilient growth and employment, and geopolitical risks to the policy decision, while stressing…

Multi-assetEvent-drivenVolatilityRisk management
Bitget Academy

The document surveys FlexTrade as an institutional execution management system that connects portfolio systems with trading venues. It describes support for multiple asset classes, broker-neutral routing, pre-trade analytics, transaction cost analysis, risk…

Multi-assetExecutionMarket microstructureRisk management
Bitget Academy

The article frames a hawkish central-bank signal as a catalyst for repricing across assets. It describes short-term Treasury yields rising, gold and Bitcoin facing pressure, and technology stocks pulling back, then identifies the upcoming U.S. employment…

Multi-assetEvent-drivenRisk management
Bitget Academy

This weekly recap links weak U.S. employment data and persistent inflation to uncertainty about Federal Reserve policy. It argues that the combination pressured the dollar, while conflict and shipping risks in the Middle East raised crude oil prices and…

Multi-assetForexCommoditiesFixed income
Bitget Academy

The article describes Bitget’s Universal Exchange as an environment for accessing crypto and onchain tokens alongside equities, tokenized stocks, ETFs, precious metals, forex, commodities, indices, and selected pre-IPO opportunities. It emphasizes the…

Multi-assetCryptoEquitiesForex
Bitget Academy

This weekly market review links resilient U.S. economic data and hawkish Federal Reserve expectations to higher Treasury yields, while geopolitical threats to energy transport drove sharp reversals in oil. It compares technology-led strength in NAS100 with…

Multi-assetFixed incomeEquitiesCommodities
Bitget Academy

The article frames an FOMC meeting under a new chair as a catalyst for uncertainty, emphasizing tension between political calls for rate cuts and inflation data described as elevated. It cites inflation readings, committee dissent, and market expectations…

Multi-assetEvent-drivenVolatilityForex
Bitget Academy

The document describes Nasdaq’s proposal to trade for 23 hours on weekdays and explains the expected regulatory and technical steps before a possible launch in the second half of 2026. The change is framed as a response to international demand and the…

EquitiesMulti-assetMarket microstructureDeFi
Bitget Academy

The article frames the UAE’s withdrawal from OPEC and OPEC+ as a potential shift in oil supply policy, driven by production quota disputes and geopolitical tensions. It separates the outlook by time horizon: near term, it argues that conflict-related…

CommoditiesEvent-drivenRisk managementMulti-asset
Bitget Academy

The document explains real-world assets (RWAs) as claims on assets such as property, gold, art, or carbon credits represented by blockchain tokens. It describes a three-part process: establish ownership, value, and legal status off-chain; bridge asset…

CryptoDeFiFixed incomeCommodities
Bitget Academy

The article compares crypto exchanges with traditional brokerages and outlines criteria traders can use to assess platforms: supported assets, fees, security, regulatory coverage, account structure, and trading tools. It describes how crypto platforms…

CryptoMulti-assetRisk managementExecution
Bitget Academy

This weekly recap links softer US CPI and PPI readings to reduced expectations of a near-term Federal Reserve rate hike, dollar weakness, lower Treasury yields, and short-term support for equities. It contrasts that disinflationary signal with renewed Middle…

Multi-assetForexCommoditiesUS markets