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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

1,414 documents

Bitget Academy

The document explains Bitget’s USDT-settled perpetual futures linked to precious metals. It distinguishes index-based contracts such as XAU and XAG, which reference traditional market prices, from token-linked contracts such as XAUT and PAXG. It also…

CommoditiesFuturesPerpetual futuresDerivatives pricing
Bitget Academy

The document explains how Pakistani gold rates per tola are linked to international spot prices and the USD/PKR exchange rate, with local premiums, taxes, and demand also affecting retail prices. It describes converting an international quote into a local…

CommoditiesMulti-assetRisk managementDerivatives pricing
Bitget Academy

The document explains how CFD copy trading mirrors a lead trader’s positions, with sizing based on the follower’s equity and options such as fixed amounts, multipliers, and individual stop-loss settings. It emphasizes that copying trades does not remove the…

Risk managementPosition sizingExecutionForex
Bitget Academy

The article explains pearl formation rates as a function of oyster species, farm conditions, nucleation skill, genetics, and time in cultivation. It compares reported yields and growing periods for Akoya, South Sea, Tahitian, and freshwater pearls, and…

CommoditiesRisk managementStatistics
Bitget Academy

The article frames silver as both a precious metal and an industrial input, then outlines factors it says may shape XAGUSD in 2026: solar and electric-vehicle demand, constrained mine supply, the gold-to-silver ratio, inflation, interest rates, and the US…

CommoditiesForexVolatilityDerivatives pricing
Bitget Academy

The document explains three major influences on crude oil prices: weekly U.S. inventory reports, OPEC+ production decisions, and geopolitical disruptions. It describes inventory drawdowns as a potential bullish signal, especially at Cushing, and recommends…

CommoditiesEvent-drivenVolatilityPerpetual futures
Bitget Academy

The article explains how stronger U.S. payroll data can revive expectations for tighter Federal Reserve policy without establishing that a rate increase is certain. It presents inflation, especially core CPI and service prices, as the next test, and…

CommoditiesFixed incomeEvent-drivenRisk management
Bitget Academy

This market commentary links cooling US inflation data and reduced expectations for near-term Federal Reserve tightening with renewed inflation concerns from higher oil prices and geopolitical tension. It argues that these opposing forces can keep the dollar…

ForexCommoditiesVolatilityTechnical indicators
Bitget Academy

This guide explains how international gold prices and the USD/PKR exchange rate feed into local gold prices in Pakistan. It describes converting a troy-ounce quote to a gram price, adjusting for purity, and accounting for local charges such as dealer margins…

CommoditiesRisk managementPortfolio constructionSpot markets
Bitget Academy

The article compares short-term gold, silver, and crude oil responses across historical Middle East conflicts, then applies those patterns to a new escalation involving Iran, Israel, and the United States. It describes gold as a safe-haven asset, silver as…

CommoditiesVolatilityEvent-drivenRisk management
Bitget Academy

The article explains how institutions might combine tokenized gold, such as PAXG or XAUT, with Bitcoin in an inflation-resilience portfolio. It assigns gold a longer-standing purchasing-power and diversification role, while Bitcoin adds scarce digital-asset…

CryptoCommoditiesPortfolio constructionRisk management
Bitget Academy

This beginner guide compares ways to gain exposure to gold: bullion and coins, exchange-traded funds, mutual funds, sovereign gold bonds, mining shares, and digital gold platforms. For each, it describes ownership structure, access, liquidity, income…

CommoditiesPortfolio constructionRisk managementPosition sizing
Bitget Academy

The document interprets changes between two Federal Reserve statements as evidence of a more forceful anti-inflation stance. It highlights a rate increase, firmer language on price stability, less emphasis on supply and energy shocks, descriptions of…

US marketsFixed incomeCommoditiesEquities
Bitget Academy

The document explains how expectations for a higher federal funds peak and a longer period of restrictive policy could affect Treasury yields, the dollar, and XAUUSD. It argues that two-year yields may react first as traders revise their view of the terminal…

CommoditiesFixed incomeVolatilityUS markets
Bitget Academy

This guide compares two ways to size copied CFD trades across markets such as forex, gold, indices, and commodities. Fixed-ratio sizing scales the expert’s opening lot by the ratio of follower equity to expert equity, with the follower’s equity including…

ForexCommoditiesPosition sizingRisk management
Bitget Academy

The article explains how escalating conflict in the Middle East could affect crude oil, gold, and the U.S. dollar. Its central market mechanism is supply risk: threats to shipping through the Strait of Hormuz or Bab el-Mandeb could disrupt energy flows and…

CommoditiesForexVolatilityEvent-driven
Bitget Academy

The article explains how a unified trading account can pool eligible crypto and real-world-asset collateral across spot, margin, and futures activity. Its central concept is adjusted collateral value: an asset’s market value is multiplied by an applicable…

Multi-assetRisk managementPortfolio constructionEquities
Bitget Academy

The article introduces gold contracts for difference as derivatives that let a trader take a view on gold prices without owning bullion. A long position gains when the referenced price rises and loses when it falls; leverage magnifies both outcomes. It notes…

CommoditiesDerivatives pricingRisk managementExecution
Bitget Academy

The document presents a mean-reversion approach for consolidating markets, combining Bollinger Bands to locate relative price extremes with RSI to gauge overbought or oversold conditions. It proposes looking for long setups near the lower band and short…

Mean reversionTechnical indicatorsRisk managementForex
Bitget Academy

The document explains how U.S. dime and nickel values can diverge from face value through metal content, scarcity, condition, and mint errors. It distinguishes clad coins from pre-1965 silver dimes and wartime silver nickels, then surveys notable collectible…

CommoditiesUS marketsRisk management
Bitget Academy

The article links oil price movements to supply disruption risks, OPEC+ production decisions, tanker insurance, and global demand. It distinguishes Brent from WTI and notes that regional events and US supply conditions can affect the benchmarks differently.…

CommoditiesFuturesOptionsVolatility
Bitget Academy

The document explains how gold is quoted against the US dollar, euro, yen, and Australian dollar, and describes factors that can move those prices. It highlights the roles of the dollar, real interest rates, inflation expectations, central-bank policy, and…

CommoditiesForexDerivatives pricingRisk management
Bitget Academy

The document presents a bearish XAUUSD view tied to inflation, energy prices, Treasury yields, Federal Reserve expectations, and upcoming CPI and testimony events. Its technical case uses a bearish Guppy Multiple Moving Average alignment, a descending…

CommoditiesTrend followingTechnical indicatorsBreakout
Bitget Academy

The article describes Vanguard (VWA) as a Solana token project that says it aims to represent assets such as precious metals and luxury goods on-chain, potentially enabling fractional ownership and trading. It presents the proposed model as a way to connect…

CryptoOn-chain dataDeFiCommodities