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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

The article compares Wells Fargo and Merrill Lynch, which it says provide cryptocurrency exposure through Bitcoin ETFs and related securities, with crypto exchanges that offer direct token trading and features such as futures or staking. It describes a…

CryptoSpot marketsFuturesPortfolio construction
Bitget Academy

The document surveys Bitcoin investing approaches, from fixed-interval dollar-cost averaging and long-term holding to value averaging, portfolio allocation, swing trading, trend following, cycle-based decisions, and yield products. It links strategy choice…

CryptoTrend followingTechnical indicatorsRisk management
Bitget Academy

The article explains Bitcoin halvings as scheduled reductions in mining rewards and argues that slower issuance could support prices by limiting miner selling. It places this thesis alongside Bitcoin’s volatility, past price declines and recoveries, and…

CryptoVolatilityPortfolio constructionStatistics
Bitget Academy

The guide compares spot Ethereum exchange-traded products, which hold ETH, with futures-based funds, which obtain exposure through derivative contracts. It explains that futures roll effects can create divergence from spot returns, while ETF costs,…

CryptoEquitiesFuturesVolatility
Bitget Academy

The document explains Harry Browne’s Permanent Portfolio, which assigns 25% each to stocks, gold, bonds, and cash or stablecoins. The assets are intended to respond differently to prosperity, inflation, deflation, and recession, so gains in some holdings may…

Multi-assetPortfolio constructionRisk managementBacktesting
Bitget Academy

The document presents the IC15 as a market-cap-weighted benchmark tracking 15 liquid cryptocurrencies. It says the index is updated in real time and rebalanced quarterly, with asset selection governed by rules and an expert panel. Larger assets such as…

CryptoStatisticsPortfolio constructionRisk management
Bitget Academy

This interview discusses Ethereum’s planned transition from proof of work to proof of stake. It describes the Beacon Chain’s role, the shift of consensus and transaction execution onto a single chain, and anticipated changes to validator participation and…

CryptoDeFiRisk managementPortfolio construction
Bitget Academy

The document describes HoldCoin as a Telegram mini-game that uses virtual assets, tasks, boosts, and mining activities to introduce crypto concepts. It presents holding, asset allocation, diversification, and risk management as ideas players can explore in a…

CryptoPortfolio constructionRisk management
Bitget Academy

The article surveys ways UAE residents can monitor Tesla shares and Model 3 prices, then discusses combining equity and digital-asset exposure. It points to brokerages and financial data services for quotes, Tesla’s own sales channels for current vehicle…

EquitiesCryptoMulti-assetPortfolio construction
Bitget Academy

The document presents Buffett’s investment approach as a combination of buying businesses with durable competitive advantages, requiring a margin of safety, and holding investments with a long time horizon. It describes market panics as potential…

EquitiesFactor investingPortfolio construction
Bitget Academy

The article presents three sample allocations using exchange yield products, stablecoin savings, staking, a stock index ETF, structured products, and leveraged looping. The conservative mix emphasizes flexible stablecoin and cash products with a smaller…

CryptoEquitiesPortfolio constructionRisk management
Bitget Academy

The article explains how UAE retail gold prices relate to international dollar-denominated spot prices, purity, dealer premiums, making charges, and local demand. It describes ways to track rates and compare dealers, then contrasts physical holdings such as…

CommoditiesRisk managementPortfolio constructionDerivatives pricing
Bitget Academy

The document explains Bitget’s unified trading account, which combines spot, margin, and several futures products under a shared collateral pool. It contrasts this setup with separate accounts, describing reduced transfer needs, shared margin, combined…

CryptoFuturesSpot marketsRisk management
Bitget Academy

The article sets out risk-management practices for following traders in leveraged CFD markets. It recommends assessing a trader’s maximum drawdown rather than relying only on return, since drawdown indicates the historical decline from an account peak. It…

Risk managementPosition sizingPortfolio constructionFutures
Bitget Academy

The document describes a copy-trading setup in which users can follow multiple traders without assigning a separate fixed allocation to each one. Copied orders draw on the follower’s available account balance, so the number of traders followed does not…

CryptoSpot marketsFuturesPortfolio construction
Bitget Academy

The document explains how Pakistan's per-gram gold prices relate to international spot prices, the USD/PKR exchange rate, purity, and local premiums. It describes daily rates announced by the industry association and distinguishes 24-karat gold from the…

CommoditiesRisk managementPortfolio construction
Bitget Academy

The article proposes a scenario framework for positioning in U.S. equities around a monthly retail sales release, taking an in-line CPI reading and softer employment data as its starting context. It maps a weaker sales result to rate-sensitive growth and…

EquitiesUS marketsEvent-drivenSentiment
Bitget Academy

The document describes UnifAI as infrastructure for AI agents that can find, combine, and execute tools across DeFi protocols. Its architecture spans protocol adapters, an agent layer, developer applications, on-chain coordination, and supporting…

CryptoDeFiMachine learningOn-chain data
Bitget Academy

The document offers practical checks for selecting spot copy traders and deciding how much capital to allocate. It recommends looking for traders using real funds, reviewing longer-term performance, beginning with a small allocation, and spreading funds…

CryptoSpot marketsRisk managementPosition sizing
Bitget Academy

The article explains the S&P Digital Markets 50 as a hybrid benchmark combining cryptocurrencies with publicly traded companies tied to blockchain and digital assets. Its stated construction includes 15 crypto assets and 35 companies, with minimum size…

CryptoEquitiesMulti-assetPortfolio construction
Bitget Academy

The article outlines infrastructure institutional desks may assess when choosing a crypto venue: executable liquidity, collateral efficiency, API capacity, market-data speed, financing, and risk controls. It describes a unified account model that can pool…

CryptoExecutionMarket microstructurePortfolio construction
Bitget Academy

The article interprets gold’s move below $4,000 alongside a rally in equities and argues that renewed appetite for risk may be drawing attention toward Bitcoin. It cites expectations for Federal Reserve rate cuts, institutional activity in digital assets,…

CryptoCommoditiesSentimentPortfolio construction
Bitget Academy

This guide surveys factors that can influence an individual stock’s price, using Eightco as its example. It covers earnings, revenue composition, competition, regulation, growth plans, institutional ownership, short interest, chart levels, moving averages,…

EquitiesTechnical indicatorsRisk managementPosition sizing
Bitget Academy

The document describes Bitget’s rToken offering for tokenized U.S. stocks and ETFs, focusing on institutional execution, 24-hour secondary trading, API access, collateral utility, reserve attestations, and financing features. It explains that eligible tokens…

EquitiesCryptoExecutionMarket microstructure