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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
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

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 presents a long-term Bitcoin thesis built around declining issuance, institutional access, and the possibility that investors treat the asset as a store of value. It describes the halving schedule and cites past post-halving price increases as…

CryptoSpot marketsPortfolio constructionStatistics
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 document describes crypto portfolio tracking apps as tools for consolidating activity across centralized exchanges, decentralized applications, and wallets. It says trackers can help monitor holdings and calculate UK tax records, including pooled cost…

CryptoDeFiPortfolio construction
Bitget Academy

The document describes BCHS, a defined outcome ETF that uses FLEX options tied to SPY to absorb an initial portion of losses over an annual outcome period while limiting gains at a preset cap. It explains the expense ratio, the annual reset, and why an…

EquitiesOptionsRisk managementPortfolio construction
Bitget Academy

The article discusses why traders may focus on tokenized NVIDIA and SanDisk stock products, linking NVIDIA to AI computing demand and SanDisk to cyclical memory and storage markets. It cites trading-volume and holdings figures for the two tokens and argues…

EquitiesCryptoMarket microstructureRisk management
Bitget Academy

The article explains how international institutions already holding USDT can trade tokenized U.S. stocks and ETFs quoted in USDT, potentially avoiding repeated conversions between local currency and fiat dollars for each trade. Proceeds from sales remain in…

EquitiesSpot marketsMulti-assetPortfolio construction
Bitget Academy

The document argues that the market impact of a 10-year Treasury yield near 5% depends less on the threshold alone than on how quickly yields rise and whether credit conditions deteriorate. A gradual move may allow investors to adjust, while a rapid increase…

Fixed incomeEquitiesCommoditiesRisk management
Bitget Academy

The document surveys exchange based crypto yield products, including fixed and flexible savings, proof of stake staking, launch pools, token staking pools, dual investment, structured products, crypto loans, and scheduled auto-investing. It explains basic…

CryptoRisk managementPosition sizingPortfolio construction
Bitget Academy

The article compares three crypto yield products. Shark Fin is described as a structured product with principal protection and returns that vary depending on whether an asset remains inside a defined price range. Dual Investment uses a target conversion…

CryptoDerivatives pricingVolatilityPortfolio construction
Bitget Academy

The guide explains Bitget Smart Portfolio, a bot that allocates funds across up to ten supported assets, including tokenized U.S. stocks and cryptocurrencies. It describes preset portfolio templates, manual allocation, fractional rToken exposure, and…

Multi-assetEquitiesCryptoPortfolio construction
Bitget Academy

The article reviews the boom in AI-related equities through the rapid growth of technology companies’ spending on data centers, chips, and cloud capacity. It describes how demand for computing infrastructure has supported companies such as Nvidia, Microsoft,…

EquitiesUS marketsPortfolio constructionRisk management
Bitget Academy

The article outlines several common reasons traders may lose money: entering without a plan, making decisions under emotional pressure, lacking market knowledge, concentrating investments, and falling for scams. It recommends setting goals and risk limits,…

Risk managementPortfolio construction
Bitget Academy

The article adapts the traditional idea of a blue-chip company to crypto, emphasizing recognition, reputation, market capitalization, and a leading industry position. It uses Bitcoin and Ethereum as established examples, citing their relative shares of…

CryptoPortfolio constructionRisk managementDeFi
Bitget Academy

The article describes BlackRock’s ownership as heavily institutional, naming Vanguard and State Street among major holders and distinguishing institutional, sovereign wealth, insider, and retail investors. It also discusses how shareholder voting can affect…

EquitiesUS marketsPortfolio construction
Bitget Academy

The article introduces AI agents as systems that observe conditions, plan actions, and carry out multi-step tasks with limited human input. It uses decentralized finance examples such as trade execution, yield optimization, and portfolio management, and…

CryptoMachine learningDeFiSentiment
Bitget Academy

The article describes how employer and provider choices shape access to cryptocurrency in 401(k) plans, then discusses available routes such as direct Bitcoin offerings and brokerage windows. It compares reported crypto and index fund fees, outlines small…

CryptoRisk managementPosition sizingPortfolio construction
Bitget Academy

The document presents a five-layer framework for understanding the AI industry: energy, chips, data center infrastructure, models, and applications. It argues that demand from end-user products flows through the stack, so investors can assess companies…

EquitiesMulti-assetPortfolio constructionRisk management
Bitget Academy

The document explains that “Stargate stock” is not a single publicly traded company, but a theme spanning semiconductor makers, cloud providers, data center operators, and power infrastructure businesses. It compares reported 2024 performance across several…

EquitiesPortfolio constructionRisk managementUS markets
Bitget Academy

This guide compares copying an individual bot with subscribing to a strategist who manages multiple bots. It proposes evaluating performance alongside runtime, sales, copier investment, minimum investment, buyer profit, and trade history rather than…

CryptoMachine learningRisk managementPortfolio construction
Bitget Academy

The document introduces exchange dual investment products as a way to earn interest while accepting settlement in either an invested asset or another form of liquidity, depending on product terms and market conditions. It positions the products as an…

CryptoVolatilityPortfolio constructionRisk management
Bitget Academy

This introductory guide distinguishes long-term crypto investing from short-term trading and surveys asset types including coins, NFTs, and meme coins. It presents diversification across different crypto assets as a way to manage exposure, while noting that…

CryptoPortfolio constructionRisk managementTechnical indicators
Bitget Academy

The guide explains how delegating SOL to validators supports proof-of-stake consensus and earns rewards attributed to protocol inflation and transaction fees. It contrasts native staking, where rewards compound in a stake account, with liquid staking, where…

CryptoDeFiPortfolio constructionRisk management
Bitget Academy

The article contrasts individual NFTs with fungible tokens that support NFT networks and services. It highlights ETH, SOL, and POL as blockchain assets, and RNDR and LINK as infrastructure tokens, describing uses such as transaction fees, gaming, compute,…

CryptoPortfolio constructionRisk managementSpot markets