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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

12,303 documents

Bitget Academy

The document introduces automated commodity trading advisor strategies through two indicator-based bot types. The MACD bot is described as a trend-following approach: it uses moving-average convergence and divergence signals, buying on bullish crosses and…

Technical indicatorsTrend followingVolatilityBacktesting
Bitget Academy

The article explains how Japan’s long period of very low interest rates supported yen-funded carry trades, with investors borrowing cheaply in yen and investing in higher-yielding assets. It argues that a shift toward higher Japanese rates could raise…

ForexCarryVolatilityCommodities
Bitget Academy

This weekly market newsletter discusses Bitcoin’s move above $44,000, developments around spot Bitcoin ETF filings, and a Sotheby’s auction announcement for Bitcoin Ordinals. Its market analysis focuses on BGB: it reports that the token recovered slightly…

CryptoTechnical indicatorsVolatilityFutures
Bitget Academy

The outlook links three themes for CFD traders: risks to Middle Eastern oil transport, possible upward repricing of the Federal Reserve’s terminal rate, and SanDisk’s addition to the S&P 100. For oil, it emphasizes export and shipping infrastructure…

FuturesCommoditiesVolatilityRisk management
Bitget Academy

The document explains how weekly EIA inventory reports can inform trading in crude oil and natural gas perpetual futures. For crude, it focuses on commercial stock changes, gasoline and distillate inventories, refinery use, production, and Cushing stocks.…

CommoditiesFuturesEvent-drivenVolatility
Bitget Academy

The article considers how central bank policy, Mt. Gox repayments, and Tether’s reported finances might shape Bitcoin and broader crypto markets after the April 2024 halving. It connects potential rate cuts and currency moves to demand for risk assets, and…

CryptoVolatilityEvent-driven
Bitget Academy

This earnings preview frames NVIDIA’s August 26, 2026 report as an expectations problem: a headline beat may not move the stock higher if investors already anticipate exceptional growth. It reviews the company’s Q2 FY2027 revenue and margin guidance, analyst…

EquitiesOptionsEvent-drivenVolatility
Bitget Academy

The article introduces United Oasis Reserve (UXR) as a newly launched Solana SPL token traded on decentralized exchanges. It says the project has no publicly verified founder or team and describes resource and energy themes, including claims of political…

CryptoSentimentVolatilityOn-chain data
Bitget Academy

The article describes the TRUMP token as a Solana meme coin whose market interest is linked to political branding, social media attention, and community activity. It outlines a planned supply expansion from 200 million to 1 billion tokens and reports that…

CryptoSentimentVolatilitySpot markets
Bitget Academy

This weekly newsletter reviews crypto market conditions from late September to early October 2023. It compares BGB’s reported price behavior and liquidity with larger cryptocurrencies, notes a rise in Ether trading volume ahead of the expected launch of nine…

CryptoFuturesVolatilityMarket microstructure
Bitget Academy

The article introduces GMMEME, a Bitget perpetual futures contract tracking a GMCI index of leading memecoins, including Dogecoin, Shiba Inu, and Pepe. It describes the index as rebalanced monthly and presents the contract as a single instrument for taking…

CryptoFuturesPerpetual futuresVolatility
Bitget Academy

The document explains how Federal Reserve expectations, relative economic performance, and shifts in risk appetite can affect the U.S. Dollar Index and major currency pairs. It identifies employment, inflation, consumption, central-bank communication, and…

ForexFixed incomeCommoditiesUS markets
Bitget Academy

The guide explains stock indices as weighted baskets and describes how index CFDs provide leveraged long or short exposure without owning constituent shares. It compares the Nasdaq 100, S&P 500, and Dow Jones by their sector composition and relative…

EquitiesVolatilityRisk managementUS markets
Bitget Academy

The article reviews divergent moves in U.S. technology shares and oil, framing NAS100 and Brent crude as markets shaped by different expectations. It links semiconductor strength to anticipated AI investment, while interpreting a run of oil declines as a…

EquitiesCommoditiesEvent-drivenVolatility
Bitget Academy

The article describes a reported treasury burn of 47 million WLFI tokens and a governance proposal to direct fees from the project’s own liquidity pools toward ongoing market purchases and permanent burns. It presents this as a potential supply-reduction…

CryptoOn-chain dataVolatility
Bitget Academy

This preview frames Nvidia’s Q1 fiscal 2027 report as a test of continued AI infrastructure demand. It summarizes analyst expectations for revenue, earnings, and Data Center sales, alongside the company’s prior-quarter results and history of earnings beats.…

EquitiesEvent-drivenOptionsVolatility
Bitget Academy

The article proposes reading Iran-linked geopolitical shocks in three broad stages: an initial shock, a period of repricing as evidence about actual damage emerges, and possible normalization if disruption remains contained. It assigns different roles to…

Multi-assetEvent-drivenVolatilityRisk management
Bitget Academy

The article examines a sharp decline in American Bitcoin Corp. shares after a lock-up expiration made previously restricted shares eligible for sale. It attributes the sudden pressure to increased share supply meeting a limited float, with heavy volume and…

EquitiesCryptoVolatilityMarket microstructure
Bitget Academy

The article explains that leverage increases notional exposure relative to posted margin but does not improve a strategy’s ability to predict prices. As a result, ordinary adverse price moves affect account equity more sharply and can lead to margin pressure…

Risk managementPosition sizingVolatilityExecution
Bitget Academy

The document interprets a sharp crypto sell-off as a liquidity and leverage event intensified by tariff news. It describes how market makers may reduce support for smaller tokens during risk-off conditions, leaving shallow buy-side liquidity vulnerable to…

CryptoMarket microstructureRisk managementVolatility
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 Liquidswap, an automated market maker on Aptos created by Pontem Network, and outlines several design features. Liquidity providers can place assets into price-range bins, giving them control over where capital is available. The…

CryptoDeFiMarket microstructureVolatility
Bitget Academy

The article reviews MELANIA’s launch, Solana token mechanics, supply structure, price history, and scenario-based forecasts through 2030. It describes the token as a sentiment-driven meme asset without staking, governance, or protocol utility. Its forecasts…

CryptoSentimentVolatilityRisk management
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