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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

5,922 documents

Bitget Academy

The article reviews SoftBank’s reported 2025 results, sale of its Nvidia stake, and plans to direct capital toward OpenAI, semiconductor infrastructure, robotics, and data centers. It frames the Nvidia sale as profit-taking and a rotation from AI hardware…

EquitiesMulti-assetPortfolio constructionRisk management
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

This article compares Bitcoin and gold as stores of value across market size, recent price performance, volatility, institutional adoption, macroeconomic context, regulation, and access. It portrays Bitcoin as a higher growth asset with larger price swings…

CryptoCommoditiesMulti-assetVolatility
Bitget Academy

The article explains the US Dollar Index as a weighted measure of the dollar against six major currencies and examines its relationship with Bitcoin. It characterizes their historical relationship as generally inverse: dollar strength has often coincided…

CryptoForexStatisticsPortfolio construction
Bitget Academy

This guide compares centralized exchange staking services and decentralized protocols across product types, supported assets, rewards, withdrawal flexibility, and security models. It distinguishes flexible products, which generally prioritize access to…

CryptoDeFiRisk managementPortfolio construction
Bitget Academy

This guide explains proof-of-stake rewards and auto-compounding, where earned rewards are added back to a staked balance. It compares staking platforms by supported assets, fees, and stated protections, then introduces flexible and locked products, liquid…

CryptoDeFiRisk managementPortfolio construction
Bitget Academy

The article introduces Polkadot as a network that connects specialized blockchains, called parachains, through a Relay Chain. It explains that the chains can process transactions in parallel, share data under common security, and connect to external networks…

CryptoOn-chain dataRisk managementPortfolio construction
Bitget Academy

The article outlines JPMorgan Chase’s four main business segments and explains how their different revenue sources respond to interest rates, credit conditions, capital markets activity, and asset values. It describes common stock analysis measures,…

EquitiesUS marketsRisk managementPortfolio construction
Bitget Academy

The document presents five exchange-traded funds as building blocks for exposure to different market segments: U.S. large caps, U.S. small caps, long-term Treasury bonds, semiconductors, and South Korean companies. It associates each fund with a portfolio…

Multi-assetEquitiesFixed incomePortfolio construction
Bitget Academy

The article discusses a claimed policy shift allowing brokerage clients to access third-party exchange-traded funds tied to Bitcoin, Ether, XRP, and Solana. It explains the basic access model: investors can obtain exposure through a conventional brokerage…

CryptoSpot marketsPortfolio construction
Bitget Academy

The article compares gold’s role as a relatively established store of value with cryptocurrency’s digital scarcity, liquidity, and growth potential. It outlines access routes for Chinese investors, including physical gold, gold funds, and account-based…

Multi-assetCryptoCommoditiesPortfolio construction
Bitget Academy

The document introduces METAHOT, a Bitget futures product designed to track a basket of metaverse-related crypto tokens. Its components are selected from major and potential sector assets using market capitalization as a basis, and the exchange may adjust…

CryptoFuturesDerivatives pricingDeFi
Bitget Academy

The article compares BGB, Bitcoin, and Ethereum using reported data from December 31, 2024 to December 21, 2025. It examines correlation, a volume-volatility coefficient, conditional value at risk on the worst 5% of days, skewness, kurtosis, and return…

CryptoStatisticsRisk managementPortfolio construction
Bitget Academy

The document outlines how institutions might manage Bitcoin, Tesla-linked rTSLA, and tokenized gold exposure using separate futures overlays. It illustrates partial shorts to reduce directional risk while retaining the underlying holdings, including examples…

CryptoEquitiesCommoditiesFutures
Bitget Academy

The document explains how Bitcoin ETFs provide price exposure through exchange-traded funds, distinguishing funds that hold Bitcoin from those using derivatives or shares of crypto-related companies. It reviews the long effort to secure US approval for a…

CryptoSpot marketsUS marketsPortfolio construction
Bitget Academy

The document compares ways to gain blockchain-sector exposure through publicly traded companies, thematic ETFs, and platforms that may also provide cryptocurrency access. It describes company categories such as exchanges, miners, and infrastructure…

EquitiesCryptoPortfolio constructionRisk management
Bitget Academy

The report estimates SpaceX’s value using a sum-of-the-parts approach, assigning revenue or EBITDA multiples to Starlink, launch services, government contracts, Direct-to-Cell, xAI, and Starship. It treats orbital data centers as an option and discusses…

EquitiesPortfolio constructionRisk managementUS markets
Bitget Academy

The guide surveys ways to gain exposure to Web3, including holding crypto tokens, participating in DeFi, buying NFTs or tokenized real-world assets, supporting decentralized infrastructure, and investing in gaming, AI, or metaverse projects. It also covers…

CryptoDeFiEquitiesPortfolio construction
Bitget Academy

The article offers a broad framework for comparing investment apps across traditional brokers, cryptocurrency exchanges, and hybrid platforms. It recommends matching platform features to an investor’s goals, then examining asset access, fees, regulatory…

Multi-assetCryptoEquitiesExecution
Bitget Academy

This article outlines a stock selection process that combines financial screening, company research, portfolio construction, and periodic review. It proposes examining growth, profitability, returns on equity, debt, valuation, and free cash flow, then…

EquitiesFactor investingPortfolio constructionPosition sizing
Bitget Academy

The guide compares owning individual company shares with investing through index-tracking funds. It explains that a single stock exposes an investor to company-specific outcomes, while a fund spreads exposure across many holdings. It also contrasts the…

EquitiesPortfolio constructionRisk managementPosition sizing
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 Galaxy Digital’s managed investment and institutional services with self-directed crypto exchanges. It describes Galaxy’s asset management, trading, advisory, principal investment, and mining activities, then contrasts delegated…

CryptoPortfolio constructionRisk managementExecution
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