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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
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
WonderTrader
14 documents
Alphalens
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

TradingView scripts

This XAUUSD strategy uses a long-period exponential moving average to set directional bias and recent range levels to identify possible reversal entries. A long signal occurs when price trades below the prior rolling low, closes back above that level, and…

CommoditiesTrend followingTechnical indicatorsRisk management
TradingView scripts

This MCX silver strategy combines a configurable higher- or lower-timeframe entry signal with position and loss controls. The long signal can require price above a volume-weighted moving average, above a lower standard-deviation band, and positive rate of…

CommoditiesFuturesMomentumRisk management
TradingView scripts

This scalping strategy fades price moves toward bands placed around VWAP. The band distance is set by an asset-specific input multiplied by a user adjustment, with values supplied for Nasdaq futures, S&P futures, and gold. A long setup requires price to…

FuturesCommoditiesMean reversionTechnical indicators
TradingView scripts

This strategy framework combines an Asia-session range breakout mode with a London continuation mode. Its inputs define session windows and time zones, gate trades by the size of the Asia range, and offer weekday and entry-time filters. It also includes…

CryptoCommoditiesBreakoutTrend following
TradingView scripts

This script describes a long-only grid strategy for XAU. It places grid levels between user-defined upper and lower prices, using either geometric spacing or arithmetic spacing. A close crossing downward through a level triggers a buy; a later upward…

CommoditiesGrid tradingPosition sizingBacktesting
TradingView scripts

This short-term strategy uses candle direction and strength, a 20-period average, and a consolidation filter to generate long and short entries. It measures candle body against ATR and requires price to be on the relevant side of the average. A five-bar…

CommoditiesTrend followingTechnical indicatorsVolatility
TradingView scripts

This strategy uses a short-period RSI to trade reversals after the indicator leaves an extreme zone. It opens a long when RSI crosses back above the oversold threshold and a short when RSI crosses back below the overbought threshold. A new opposite signal…

CommoditiesFuturesMean reversionTechnical indicators
TradingView scripts

This strategy sells a shooting-star candle on a 15-minute XAUUSD chart when its upper wick is sufficiently large relative to the body, its lower wick remains small, the body meets a minimum size, and price is higher than it was several bars earlier. An…

CommoditiesMean reversionTechnical indicatorsBacktesting
TradingView scripts

This strategy trades gold during a configured Asia session, using VWAP as the intraday trend reference. It looks for price to approach a narrow band around VWAP while price remains on the trend side of VWAP; an optional candle close back across VWAP confirms…

CommoditiesFuturesTrend followingTechnical indicators
TradingView scripts

This long-only gold strategy defines an opening range from 13:00 to 14:00 UTC on weekdays, then looks for a close above that range during a later entry window ending at 16:30 UTC. The breakout must occur on a bullish bar with volume above 1.5 times its…

CommoditiesBreakoutVolatilityTechnical indicators
TradingView scripts

This strategy is intended for a 15-minute XAUUSD chart and takes long positions when a UT Bot trailing-stop signal turns bullish, price is above a higher-timeframe EMA, and ADX exceeds a threshold. Its defaults use a one-hour 200-period EMA, a UT Bot ATR…

CommoditiesTechnical indicatorsTrend followingMomentum
Bitget Academy

This guide explains why a gold CFD order’s displayed notional value is larger than the margin a trader must post. It uses a one-lot gold contract example to show how notional exposure is calculated, then illustrates the approximate margin requirement as…

CommoditiesRisk managementPosition sizingDerivatives pricing
Bitget Academy

This weekly market review links accelerating U.S. producer-price inflation and Middle East supply concerns to possible moves in rates, equities, the dollar, gold, and crude oil. It highlights energy as a key contributor to the PPI increase and explains that…

Multi-assetCommoditiesFixed incomeForex
Bitget Academy

The document outlines forces that may shape yen exchange rates as markets anticipate further Bank of Japan tightening. It connects yen weakness to interest-rate gaps with other economies and explains that a policy move already reflected in prices may have…

ForexCarryCommoditiesVolatility
Bitget Academy

This weekly recap presents a hawkish interpretation of a Federal Reserve meeting, citing a steady policy rate, three dissenting votes favoring a hike, and the end of forward guidance. It argues that geopolitical tensions, tariffs, and AI-related demand could…

Multi-assetUS marketsForexCommodities
Bitget Academy

The article frames a reported Venezuela crisis as a cross-asset event and proposes a short-term rotation: favor precious metals on safe-haven demand, consider crude oil longs on possible export disruption, and monitor the dollar for an initial risk-off rise…

CommoditiesMulti-assetEvent-drivenRisk management
Bitget Academy

The article explains how Pakistan’s gold prices reflect international bullion prices, the rupee exchange rate, local demand, purity, and duties. It compares physical purchases with digital exposure through ETFs, futures, options, and CFDs, and outlines…

CommoditiesFuturesOptionsForex
Bitget Academy

This guide describes a platform model for accessing cryptocurrency and commodity perpetual futures through one USDT-margined account. It lists crude oil, Brent oil, and natural gas contracts, then outlines the usual workflow: fund the futures account, select…

CryptoCommoditiesFuturesPerpetual futures
Bitget Academy

The article explains how traders can assess liquidity in perpetual futures beyond headline trading volume. It defines bid-ask spread and order-book depth, describes how large orders can walk through price levels and incur slippage, and explains why depth…

Perpetual futuresExecutionMarket microstructureCommodities
Bitget Academy

The article surveys renewable energy firms across utilities, project developers, and equipment manufacturers, comparing their positions in solar, wind, and storage. It profiles companies including NextEra Energy, Ørsted, First Solar, Vestas, and Enphase,…

EquitiesCommoditiesMulti-assetRisk management
Bitget Academy

The document presents a repeatable weekly process for assessing gold through six areas: nominal yields, real yields, the U.S. dollar, Federal Reserve expectations, risk sentiment, and capital flows alongside technical structure. It recommends first…

CommoditiesForexTechnical indicatorsRisk management
Bitget Academy

The guide explains the Commodity Channel Index (CCI) as a measure of how far price deviates from its average over a past period. It treats readings above +100 and below -100 as signs of strong directional movement, challenging the common interpretation that…

Technical indicatorsBreakoutMomentumCommodities
Bitget Academy

This overview explains how Pakistani gold prices reflect international gold prices converted into rupees, with local taxes, import costs, and seasonal demand also affecting the quoted price. It argues that rupee depreciation can raise the local gold price…

CommoditiesForexTechnical indicatorsPortfolio construction
Bitget Academy

The article outlines macroeconomic factors that can shape gold prices. It highlights the opportunity cost of holding a non-yielding asset, relating gold’s appeal to real interest rates, which it defines as the 10-year US Treasury yield minus inflation…

CommoditiesForexVolatilityEvent-driven