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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

3,298 documents

Bitget Academy

The article outlines why blockchain features may appeal to game developers and players: public transaction records can make rules and asset ownership more inspectable, token standards can support trading across marketplaces, and compatible networks may allow…

CryptoOn-chain dataDeFiMarket microstructure
Bitget Academy

The article describes PAWS as a TON-based Telegram mini-app that awards users for activity, referrals, and participation in related projects. It outlines wallet-linking and task requirements for its airdrop, identifies a snapshot date, and gives a stated…

CryptoOn-chain dataSentimentRisk management
Bitget Academy

The article explains USDe as a synthetic dollar backed by crypto collateral and a delta-neutral hedge. In the described structure, collateral such as Bitcoin, Ether, staked Ether, or USDT is paired with short perpetual futures positions intended to offset…

CryptoDeFiDerivatives pricingPerpetual futures
Bitget Academy

This dated market bulletin reports a compact set of cryptocurrency indicators at a stated time: total market capitalization and trading volume, a fear-and-greed reading, spot prices and daily ranges for selected assets, and the strongest listed gainers. It…

CryptoFuturesSpot marketsSentiment
Bitget Academy

This short notice describes a CATS token launchpool promotion in which participants lock BGB or USDT to receive a share of the corresponding reward pool. Each participant’s allocation is calculated in proportion to their locked balance relative to the total…

CryptoSpot marketsPosition sizing
Bitget Academy

The article describes Nokia’s shift from telecom equipment toward optical networking, data center connections, and AI-ready networks. It presents Nvidia’s planned $1 billion investment and joint work on AI networking, including 6G trials with T-Mobile US, as…

EquitiesMomentumEvent-drivenSentiment
Bitget Academy

The document explains how short squeezes form when rising prices force short sellers to buy back shares, adding fuel to the rally. It describes possible catalysts, including earnings surprises and shifts in sentiment, and screening measures such as short…

EquitiesCryptoFuturesOptions
Bitget Academy

The article groups cryptocurrencies by their stated roles: payment and settlement, decentralized finance, blockchain platforms, network services, media rewards, and entertainment. It explains the basic idea behind each category and gives examples, such as…

CryptoDeFiSpot markets
Bitget Academy

The article explains that the Indian rupee and Nepalese rupee have a managed peg relationship, while the rate and total cost offered to customers vary by provider. It compares digital transfer services, traditional remittance companies, bank wires, and a…

ForexCryptoExecution
Bitget Academy

The document explains smart contracts as code that performs actions when specified conditions are met. It distinguishes legally framed agreements managed partly through code from operational scripts used in decentralized finance. Because blockchains cannot…

CryptoDeFiFixed incomeRisk management
Bitget Academy

The article frames Circle Internet Group as a publicly traded way to gain exposure to stablecoin infrastructure. It says reserve income from USDC holdings is a core revenue source, making results sensitive to both USDC circulation and interest rates. It…

EquitiesCryptoUS marketsOn-chain data
Bitget Academy

The article presents eight U.S. stocks as candidates for short-term, high-volatility trading: Micron, SK Hynix, Nebius, Circle, MicroStrategy, Coinbase, Palantir, and Robinhood. It groups potential drivers such as AI infrastructure demand, crypto price…

EquitiesVolatilityEvent-drivenMomentum
Bitget Academy

The article reviews Anthropic’s private-company status, enterprise AI business, strategic partnerships, reported growth, and competitive position. It describes the company’s focus on Claude and safety-oriented model development, then discusses potential…

EquitiesMachine learningStatisticsRisk management
Bitget Academy

The document introduces the Metaverse as an immersive digital environment combining technologies such as virtual and augmented reality, blockchain, and artificial intelligence. It contrasts participation in shared three-dimensional spaces with conventional…

CryptoOn-chain dataDeFi
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 article introduces stock perpetual contracts as derivatives that track publicly listed companies without transferring share ownership. It outlines USDT settlement, long and short positions, leverage, continuous trading, cross and isolated margin, and…

EquitiesFuturesPerpetual futuresRisk management
Bitget Academy

The article surveys ways attackers can steal digital assets, grouping them into secret-key theft, deceptive signatures and token approvals, and transfer fraud. Examples include counterfeit wallet apps that capture recovery phrases, malware that reads…

CryptoDeFiRisk managementOn-chain data
Bitget Academy

The article explains quanto perpetual futures as USDT-settled derivatives that reference stocks priced in currencies such as Hong Kong dollars or yen. Its central concept is a fixed conversion relationship: contract gains and losses are calculated from…

EquitiesCryptoFuturesPerpetual futures
Bitget Academy

The article connects geopolitical risk to commodity price moves: conflict can increase safe-haven demand for gold and silver, while threats to oil supply routes can raise crude prices. It describes gold-linked exposure alongside silver and oil trading…

CommoditiesVolatilityRisk managementPosition sizing
Bitget Academy

The article reviews October 2022 crypto market conditions and Bitget’s BGB token. It reports low Bitcoin realized volatility, Bitcoin’s comparison with equity index volatility, a rising Bitcoin-gold correlation, and increased Bitcoin perpetual futures open…

CryptoFuturesPerpetual futuresVolatility
Bitget Academy

The document explains short and long futures hedges for traders with spot exposure or planned purchases. It distinguishes perpetual contracts, which have no expiry and use funding payments to keep prices near spot, from dated futures. Funding rates can…

CryptoFuturesArbitragePairs trading
Bitget Academy

The document describes PAWS as a Telegram-based SocialFi project that rewards user engagement with points for tasks, community activity, and referrals. It says the points were intended to convert into tokens and describes leaderboard and voting features.…

CryptoDeFiSpot markets
Bitget Academy

The document reviews Strategy Inc.’s reported Bitcoin purchase during a market decline and its accumulated holdings, then examines how the company finances further buying. It describes convertible debt, preferred shares, and common-stock issuance through…

CryptoEquitiesSentimentOn-chain data
Bitget Academy

The document explains the gold-silver ratio (GSR), calculated by dividing gold’s price per ounce by silver’s. It presents high readings as possible evidence that silver is cheap relative to gold and low readings as possible evidence that silver is expensive.…

CommoditiesMean reversionPairs tradingPerpetual futures