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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
Quantpedia
86 documents
TqSdk
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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

3,298 documents

Bitget Academy

The guide explains common ways crypto investors can lose funds: phishing, Ponzi schemes, fake token offerings, account or wallet hacks, pump-and-dump schemes, and DeFi rug pulls. It describes how fraudsters may impersonate trusted organizations to steal…

CryptoRisk managementMarket microstructureDeFi
Bitget Academy

The article assesses the launch of Grayscale’s Chainlink ETF and the forces that may affect LINK around its debut. It compares the cautious response to recent Solana and XRP ETF launches with the possibility that a new institutional product could attract…

CryptoOn-chain dataSentimentBreakout
Bitget Academy

The document analyzes Amazon’s earnings through the combination of AWS growth, operating results, capital spending, backlog, and cash flow. It argues that faster AWS expansion and customer reservations for future capacity helped ease concerns about…

EquitiesUS marketsBreakoutTechnical indicators
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 document presents Moo Deng as a Solana meme coin whose market interest is tied to the viral story of a pygmy hippopotamus. It describes the token as lacking a defined use case, staking, or governance, and attributes its attention to community activity,…

CryptoMomentumSentimentOn-chain data
Bitget Academy

The article describes GensoKishi as a blockchain-enabled MMORPG and virtual world built around gameplay, user-created spaces, and digital assets. It outlines six platform services: the online game, tools for designing LAND and character skins, a developer…

CryptoOn-chain dataDeFiSpot markets
Bitget Academy

The article explains LayerZero as a messaging protocol that connects applications across blockchains, rather than as a blockchain itself. Smart contracts at each endpoint work with decentralized verifier networks and executors: selected verifiers check a…

CryptoOn-chain dataDeFiExecution
Bitget Academy

This weekly market newsletter highlights a bullish technical reading for the exchange token BGB. It cites a recent price rise and relative daily performance, then interprets a MACD crossover, an RSI reading within its stated conventional range, and an…

CryptoTechnical indicatorsMomentumSentiment
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 weekly market roundup combines a short-term technical view of BGB with news about Bitcoin futures and exchange-traded funds. Its BGB discussion uses RSI, MACD, and the accumulation/distribution line to argue that momentum was improving, while comparing…

CryptoTechnical indicatorsMomentumFutures
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 outlines factors that affect Bitcoin mining economics: hardware efficiency, electricity costs, Bitcoin’s price, and network difficulty. It notes that the 2024 halving reduced the block reward, increasing the importance of efficient equipment and…

CryptoRisk managementPosition sizing
Bitget Academy

The document describes WORLD3 as a platform for creating autonomous agents that can perform tasks across Web2 and Web3 services. It outlines a no-code builder, reusable skills and knowledge packs, an agent runtime with hierarchical planning, multi-agent…

CryptoMachine learningOn-chain dataDeFi
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
Bitget Academy

This guide describes operational rules for peer-to-peer crypto transactions, organized around buyers, sellers, and advertisers. It covers account setup, payment timing, order cancellations, confirming payment before marking an order paid, matching payer…

CryptoExecutionRisk management
Bitget Academy

The article explains how stronger U.S. payroll data can revive expectations for tighter Federal Reserve policy without establishing that a rate increase is certain. It presents inflation, especially core CPI and service prices, as the next test, and…

CommoditiesFixed incomeEvent-drivenRisk management
Bitget Academy

This market commentary links cooling US inflation data and reduced expectations for near-term Federal Reserve tightening with renewed inflation concerns from higher oil prices and geopolitical tension. It argues that these opposing forces can keep the dollar…

ForexCommoditiesVolatilityTechnical indicators
Bitget Academy

The article examines Cloudflare as a possible beneficiary of rising AI-generated traffic, arguing that demand for network security, routing, and control may grow as AI agents use the internet. It cites a security partnership involving AI-based code…

EquitiesUS marketsBreakoutRisk management
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 guide describes a platform offering tokenized stock spot products and U.S. stock perpetual contracts, with unified account margin and USDT settlement. It outlines three strategies: a delta-neutral position pairing long spot with short perpetuals to seek…

EquitiesCryptoFuturesArbitrage
Bitget Academy

The article surveys ways to monitor shares associated with Stargate, ranging from broker platforms to financial data services and crypto-oriented platforms. It identifies useful data inputs such as bid and ask prices, trading volume, historical charts,…

EquitiesUS marketsTechnical indicatorsMarket microstructure
Bitget Academy

The article describes BGUSD as an exchange-based, yield-bearing certificate backed by tokenized money-market assets, including U.S. Treasuries. It explains that users subscribe with USDC or USDT and can use BGUSD as futures margin, crypto-loan collateral, or…

CryptoFixed incomeCarryRisk management
Bitget Academy

The article considers how a U.S. government shutdown could affect Bitcoin, Ethereum, and altcoins through uncertainty, liquidity, delayed economic data, and regulatory disruption. It describes a risk-off pattern in which Bitcoin appeared steadier than…

CryptoVolatilityRisk managementSentiment
Bitget Academy

The article discusses Bitcoin’s move above $44,000 and attributes market optimism to anticipated spot ETF decisions, the scheduled 2024 halving, bullish media commentary, and possible institutional or national investment. It explains the halving as a…

CryptoSpot marketsRisk managementPosition sizing