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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
WonderTrader
14 documents
Alphalens
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 document describes Pharos as a Layer 1 blockchain intended to connect traditional financial assets with on-chain services. It outlines proposed uses such as issuing and managing tokenized bonds, alongside network features including parallel transaction…

CryptoFixed incomeDeFiPortfolio construction
Bitget Academy

The article introduces a general framework for cryptocurrency trading and distinguishes spot ownership from futures and perpetual contracts. It recommends defining market conditions, time horizon, analytical approach, and risk rules before trading. It…

CryptoSpot marketsRisk managementTechnical indicators
Bitget Academy

This beginner guide distinguishes investing, which seeks asset growth, from saving for accessible short-term needs. It presents four reasons to begin investing early: potential protection against inflation, more time for compound growth, a larger financial…

Risk managementPortfolio constructionStatistics
Bitget Academy

The article outlines ARK Invest’s active, innovation-focused ETF approach, including concentrated holdings across themes such as genomics, robotics, artificial intelligence, energy storage, and blockchain. It describes high portfolio turnover, frequent…

EquitiesFactor investingPortfolio constructionRisk management
Bitget Academy

The document explains the structure of self-directed cryptocurrency IRAs, including the roles of qualified custodians, trading platforms, and administrators. It contrasts Swan Bitcoin’s Bitcoin-only, accumulation-oriented model with broader exchanges that…

CryptoPortfolio constructionRisk managementSpot markets
Bitget Academy

The document presents five U.S. equity ETFs as potential long-term core holdings and contrasts their exposures. It describes broad index funds tracking the Nasdaq-100 or S&P 500, as well as dividend-focused funds and an income-oriented Nasdaq fund that uses…

EquitiesOptionsVolatilityPortfolio construction
Bitget Academy

The article explains how US inflation, employment, energy prices, tariffs, AI investment, and consumer spending may shape Federal Reserve policy expectations and the outlook for growth stocks, bonds, and the dollar. It emphasizes that markets should track…

EquitiesFixed incomeUS marketsRisk management
Bitget Academy

The article explains how fractional shares differ from whole shares in minimum purchase size, liquidity, trading availability, and shareholder benefits. Whole-share orders require buying at least one share, while fractional investing lets an investor specify…

EquitiesUS marketsPortfolio construction
Bitget Academy

The article considers how persistently elevated interest rates affect institutional trading and treasury decisions. It argues that higher funding costs, discount rates, margin needs, and collateral demands make capital efficiency more important. Rather than…

Multi-assetVolatilityRisk managementPortfolio construction
Bitget Academy

The article recaps Bitcoin’s reported 2024 milestones, including its price passing $100,000 and the launch of spot Bitcoin ETFs. It attributes part of the rally to institutional demand and describes ETFs as a route to Bitcoin exposure without direct custody.…

CryptoSpot marketsDeFiPortfolio construction
Bitget Academy

The article describes StakeStone as a crypto platform that aims to combine staking yield with token liquidity across multiple blockchains. It introduces the Optimized Portfolio Allocation Protocol as an automated system for directing assets among yield…

CryptoDeFiSpot marketsPortfolio construction
Bitget Academy

The guide explains a unified margin framework for eligible institutions holding crypto, stablecoins, tokenized U.S. equities, and derivatives. It describes how supported assets can contribute adjusted collateral value across products, with collateral ratios…

CryptoEquitiesFuturesArbitrage
Bitget Academy

The article argues that the crypto rally described is increasingly shaped by institutional participation, including spot exchange-traded funds and portfolio allocations, alongside familiar forces such as market sentiment and macroeconomic conditions. It…

CryptoMomentumSentimentPortfolio construction
Bitget Academy

Crypto portfolio trackers combine holdings from wallets and exchanges in one dashboard. Users can enter balances manually or connect accounts; the tracker applies current prices to estimate asset and portfolio values and may show historical performance,…

CryptoPortfolio constructionRisk managementDeFi
Bitget Academy

The article presents Islamic Coin (ISLM) as the native token of HAQQ, an EVM compatible proof of stake blockchain built with the Cosmos SDK. It describes ISLM uses for governance, gas, and staking, and says issuance is limited to a predetermined rate. HAQQ…

CryptoDeFiRisk managementPortfolio construction
Bitget Academy

The document introduces two automated tools for Bitget spot stock rTokens. Smart Portfolio lets users follow recommended allocations or assemble a portfolio from selected assets, then rebalance toward target weights under configured conditions. The examples…

EquitiesTrend followingTechnical indicatorsPortfolio construction
Bitget Academy

The article outlines SpaceX’s private ownership and discusses potential ways to gain exposure to its launch and Starlink businesses. It describes secondary share transactions, space-focused funds, and publicly traded aerospace companies, noting differences…

EquitiesPortfolio constructionRisk managementUS markets
Bitget Academy

The article introduces a crypto exchange-traded basket as a way to gain exposure to several assets through one product. It presents diversification, simplified execution, disclosed portfolio changes, and fewer separate transactions as potential benefits. Its…

CryptoPortfolio constructionRisk managementSpot markets
OKX Learn

The document uses Tesla’s Bitcoin holdings as a case study in corporate treasury decisions. It recounts the company’s $1.5 billion purchase in 2021 and its sale of 75% of its holdings in 2022 during a sharp market decline. It argues that the sale reduced…

CryptoRisk managementPortfolio constructionUS markets
OKX Learn

The article describes ways corporations and governments may build Bitcoin exposure. It identifies perpetual preferred-share issuance as a financing route for corporate purchases and presents Bitcoin as an inflation hedge based on its limited supply and…

CryptoSpot marketsRisk managementPortfolio construction
OKX Learn

The article argues that Ethereum, Solana, and XRP could outperform Bitcoin in 2025, linking the thesis to technical developments, potential regulatory decisions, and use cases. For Ethereum it cites the Pectra upgrade, recent relative price gains, and…

CryptoMomentumEvent-drivenPortfolio construction
OKX Learn

The article describes Metaplanet’s approach to accumulating Bitcoin as a corporate treasury asset. It presents long-term holding alongside income generation as the company’s two-part strategy and reports a recent purchase of 5,268 BTC. The discussion…

CryptoPortfolio constructionRisk managementPosition sizing
OKX Learn

The document reviews Circle’s rapid stock appreciation after its IPO and ARK Invest’s subsequent sales of Circle shares across several funds. It presents the sales as portfolio reallocation: ARK retained a substantial holding while directing capital toward…

CryptoEquitiesEvent-drivenPortfolio construction
OKX Learn

The article compares Bitcoin and gold as potential stores of value and portfolio diversifiers. It contrasts gold’s long history, physical uses, and perceived stability with Bitcoin’s limited supply, digital nature, and greater price volatility. It also…

CryptoCommoditiesMulti-assetVolatility