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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

1,414 documents

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

The article discusses how conflicting signals from military action and nuclear negotiations may drive rapid changes in risk appetite. It maps possible reactions across crude oil, US equity indices, gold, and the Japanese yen. It suggests that escalation or…

Event-drivenCommoditiesEquitiesForex
Bitget Academy

The article assesses whether gold could reach $5,000 in 2026 by laying out forces that may support or restrain prices. Its bullish case centers on lower expected real interest rates, persistent inflation and government debt concerns, central-bank purchases,…

CommoditiesVolatilityRisk management
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 explains that sodium-ion batteries are not yet represented by large, publicly traded pure-play companies. Their potential benefits include abundant, lower-cost materials and safety characteristics, while lower energy density currently favors…

EquitiesCommoditiesChina marketsRisk management
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 article links a sharp decline in gold CFDs to stronger US payroll data, rising Treasury yields, and dollar strength. It explains the opportunity cost of holding a non-yielding asset and describes how long-position exits, short selling, and stop-loss…

CommoditiesTrend followingTechnical indicatorsRisk management
Bitget Academy

The article frames Brent crude as a contest between supply disruption risks from Middle East conflict and a possible price reversal if diplomacy reduces the geopolitical risk premium. It describes a TACO Index attributed to a consulting firm, said to combine…

CommoditiesTechnical indicatorsBreakoutTrend following
Bitget Academy

The analysis attributes a weekly decline in Brent and WTI to two forces: expectations that Strait of Hormuz shipping and Persian Gulf exports could recover, and a more hawkish Federal Reserve outlook. It frames the move as a reduction in the probability of…

CommoditiesFuturesVolatility
Bitget Academy

The article describes PAX Gold as an Ethereum token intended to represent ownership of physical gold. It says each token corresponds to a fine troy ounce of London Good Delivery bullion held in custody, with token allocations linked to bar details such as…

CryptoCommoditiesSpot marketsOn-chain data
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 document explains commodity perpetual futures through three connected drivers: physical supply and demand, inventory levels, and macroeconomic cycles. It describes how disruptions, seasonal patterns, stock changes, economic growth, interest rates, the…

CommoditiesPerpetual futuresFuturesEvent-driven
Bitget Academy

The article describes Rexas Finance as a blockchain ecosystem for representing real-world assets, including property, art, commodities, and bonds, with digital tokens. It outlines fractional ownership and trading, no-code token creation, DeFi features such…

CryptoOn-chain dataDeFiCommodities
Bitget Academy

The document examines how conflict and negotiations involving Iran could affect crude oil through risks to shipping in the Strait of Hormuz, the Red Sea, and Bab el-Mandeb. It explains that restrictions or rerouting could raise insurance, freight, and…

CommoditiesEvent-drivenTechnical indicatorsBreakout
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
Bitget Academy

The document introduces silver as both a precious metal and an industrial input, then compares routes for obtaining price exposure using USDT. These include spot trading in a tokenized silver trust, silver CFDs, and perpetual futures. It explains basic…

CommoditiesRisk managementPerpetual futuresSpot markets
Bitget Academy

The article explains how a narrowing spread between two- and ten-year Treasury yields can reflect changing expectations for inflation, Federal Reserve policy, and economic growth. An inversion, when the shorter yield exceeds the longer one, has preceded some…

Fixed incomeUS marketsRisk managementEquities
Bitget Academy

The article explains how attacks on tankers and risks to Middle East shipping routes can add a geopolitical premium to crude prices, even before physical supply is interrupted. It pairs this supply-side risk with possible changes in Chinese demand, global…

CommoditiesFuturesEvent-drivenVolatility
Bitget Academy

This guide distinguishes Bitget’s routes to gold and U.S. stock price exposure. Gold is offered through contracts for difference, which allow long or short positions using USDT margin without owning physical metal. The article lists gold pairs against…

CommoditiesEquitiesFuturesPerpetual futures
Bitget Academy

This guide argues that a trade’s profit or loss is an incomplete measure of its quality. A planned trade can lose through ordinary uncertainty, while an impulsive trade can profit by chance. It proposes reviewing gold CFD trades across market assessment,…

CommoditiesRisk managementPosition sizingBacktesting
Bitget Academy

The article compares gold-backed tokens such as PAXG and XAUT with gold ETFs, outlining how U.S. investors might buy each through crypto exchanges or traditional brokerages. It describes tokenized gold as fractional, transferable, and available for trading…

CryptoCommoditiesSpot marketsRisk management
Bitget Academy

The analysis presents a short-term bearish view on gold by combining macroeconomic catalysts with daily-chart observations. It argues that stronger-than-expected employment and persistent inflation may support expectations for tighter Federal Reserve policy,…

CommoditiesTechnical indicatorsEvent-drivenVolatility
Bitget Academy

This article outlines how Federal Reserve policy expectations, Treasury yields, inflation and employment data, and oil prices may affect the dollar, bonds, equities, gold, and crypto-related risk sentiment. It recommends reading yield movements across…

Multi-assetFixed incomeForexCommodities