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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
Quantpedia
86 documents
TqSdk
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

1,414 documents

Bitget Academy

The guide explains that contracts for difference provide exposure to price changes without ownership of the underlying asset. It surveys index, forex, precious metal, crude oil, and agricultural commodity CFDs, outlining typical market drivers and…

FuturesForexCommoditiesRisk management
Bitget Academy

The document introduces U.S. Treasuries and explains why bond prices and yields move in opposite directions. It distinguishes coupon rate, market price, and yield to maturity, then uses duration to describe how interest-rate changes affect bond prices. It…

Fixed incomeCommoditiesForexMulti-asset
Bitget Academy

The document explains gold contracts for difference as instruments that track gold prices without conveying ownership of physical gold. It describes long and short positions, USDT margin, XAUUSD and other listed pairs, and a Bitget setup process involving…

CommoditiesDerivatives pricingRisk managementExecution
Bitget Academy

The guide explains two ways to gain gold exposure on a crypto platform: trading gold through contracts for difference using crypto as margin, and trading a tokenized gold asset on a spot market. It also mentions commodity futures in a broader multi-asset…

CommoditiesFuturesSpot marketsMulti-asset
Bitget Academy

The guide surveys stocks, bonds, precious metals, and cryptocurrencies, outlining broad characteristics and trade-offs. It describes stocks as offering ownership and growth potential alongside volatility and loss risk; bonds as a source of more predictable…

Multi-assetEquitiesFixed incomeCommodities
Bitget Academy

The document describes how gold trading activity may vary across Asian, European, and American sessions. It characterizes Asian hours as quieter and range bound, the European open as a period when direction may be tested, and the London–New York overlap as a…

CommoditiesTechnical indicatorsVolatilityBreakout
Bitget Academy

The article presents a macro framework for assessing how a Federal Reserve rate hike may affect the dollar, gold, and major U.S. stock indices. It emphasizes that market reactions depend on what was already priced in and how policy guidance compares with…

Multi-assetCommoditiesUS marketsRisk management
Bitget Academy

The article connects geopolitical risk to commodity price moves: conflict can increase safe-haven demand for gold and silver, while threats to oil supply routes can raise crude prices. It describes gold-linked exposure alongside silver and oil trading…

CommoditiesVolatilityRisk managementPosition sizing
Bitget Academy

The document explains the gold-silver ratio (GSR), calculated by dividing gold’s price per ounce by silver’s. It presents high readings as possible evidence that silver is cheap relative to gold and low readings as possible evidence that silver is expensive.…

CommoditiesMean reversionPairs tradingPerpetual futures
Bitget Academy

The guide explains how a user can acquire USDT, move it into a CFD or TradFi account, and place trades on assets such as currencies, gold, oil, indices, and stocks. It outlines three funding routes: card or other quick purchase, peer-to-peer purchase, and…

CryptoForexCommoditiesRisk management
Bitget Academy

The document presents a macro framework for crude oil prices that combines expected demand, supply conditions, currency and interest rate effects, and geopolitical risk. It links oil consumption to transportation, manufacturing, and other economic activity,…

CommoditiesFuturesVolatilityEvent-driven
Bitget Academy

The document describes invitation-only copy trading for traditional-finance CFDs such as forex, gold, oil, and stock indices. Traders share orders from a separate lead account with invited copiers, while access codes and invite links restrict who can join.…

ForexCommoditiesRisk management
Bitget Academy

The article discusses how Middle East conflict may affect safe-haven demand in foreign exchange and gold. It cites a reported 16-month high in speculative net long US dollar positioning and 13 consecutive weeks of dollar buying, then argues that…

ForexCommoditiesTrend followingBreakout
Bitget Academy

The article explains how UAE retail gold prices relate to international dollar-denominated spot prices, purity, dealer premiums, making charges, and local demand. It describes ways to track rates and compare dealers, then contrasts physical holdings such as…

CommoditiesRisk managementPortfolio constructionDerivatives pricing
Bitget Academy

The article explains moving averages as smoothed measures of recent closing prices that can help identify trend direction. It contrasts the simple moving average, which weights observations equally, with the exponential moving average, which gives more…

Technical indicatorsTrend followingMomentumForex
Bitget Academy

The document presents gold as a cross-market reference and describes Bitget TradFi as a way to access gold, other metals, forex, commodities, and equity indices from a single platform using USDT as margin. It explains the proposed convenience: fewer currency…

CommoditiesMulti-assetExecutionRisk management
Bitget Academy

The document explains why gold CFDs often face pressure when the U.S. dollar strengthens: gold is priced in dollars, a stronger dollar can reduce demand from buyers using other currencies, and rising interest rates or Treasury yields increase the opportunity…

CommoditiesForexTechnical indicatorsRisk management
Bitget Academy

The document explains how Federal Reserve decisions may affect gold and silver prices and perpetual futures through real yields, the U.S. dollar, liquidity, and policy expectations. It describes the usual pressure from higher real yields and a stronger…

CommoditiesPerpetual futuresVolatilityEvent-driven
Bitget Academy

The article distinguishes exchange-traded oil futures from Bitget’s oil CFDs. Futures are standardized contracts with expiry dates and possible delivery obligations, while the described CFDs track WTI and Brent benchmarks without conveying ownership or…

CommoditiesFuturesExecutionRisk management
Bitget Academy

The document explains how Pakistan's per-gram gold prices relate to international spot prices, the USD/PKR exchange rate, purity, and local premiums. It describes daily rates announced by the industry association and distinguishes 24-karat gold from the…

CommoditiesRisk managementPortfolio construction
Bitget Academy

The article introduces USA Rare Earth as a company seeking to connect rare-earth mining, separation, alloy production, and permanent-magnet manufacturing. It explains the strategic rationale: concentrated magnet supply and demand from sectors such as…

EquitiesCommoditiesDerivatives pricingRisk management
Bitget Academy

The article frames a US personal consumption expenditures inflation release and a GDP update as potential catalysts for short-term moves in equities, gold, and the dollar. It lays out a conditional scenario approach: hotter inflation could lift rate…

EquitiesCommoditiesForexEvent-driven
Bitget Academy

The document reviews forces that can affect gold prices, including central-bank purchases, geopolitical uncertainty, interest rates, inflation, currency movements, and jewelry or industrial demand. It emphasizes XAUUSD as a benchmark while noting that gold…

CommoditiesVolatility
Bitget Academy

The guide describes gold exposure through contracts for difference rather than ownership of bullion. Positions are funded with USDT and can be taken long or short across gold pairs quoted against several currencies. It outlines two pricing models: one…

CommoditiesDerivatives pricingRisk managementExecution