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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

3,298 documents

Bitget Academy

The document explains the All Weather approach associated with Ray Dalio: balance risk across assets that respond differently to unexpected changes in economic growth and inflation. It describes a five-part allocation across equities, long- and…

Multi-assetPortfolio constructionRisk managementBacktesting
Bitget Academy

This weekly roundup covers exchange token performance, Bitcoin’s response to interest rate commentary and employment data, NFT activity, industry layoffs, lending exposures, and funding for crypto and Web3 companies. It reports that BGB was comparatively…

CryptoSentimentEvent-drivenSpot markets
Bitget Academy

This article reviews World Liberty Financial’s use of protocol funds to buy back WLFI tokens, following a governance decision to direct fees toward repurchases and burns. It describes the on-chain purchases, their reported immediate effect on price and…

CryptoDeFiOn-chain dataBreakout
Bitget Academy

The article examines Filecoin’s sharp price rise through a combination of narrative catalysts and chart signals. It links renewed interest to the DePIN theme, decentralized storage demand, an upcoming sector event, and a cloud storage integration.…

CryptoMomentumBreakoutTechnical indicators
Bitget Academy

The article describes a Chiliz campaign in which national team wins at a World Cup trigger burns from each token’s treasury. It reports that six participating nations had generated burns, with the burn percentage increasing in later rounds. The article lists…

CryptoEvent-drivenSpot marketsSentiment
Bitget Academy

This review traces stablecoins from their early role as crypto trading instruments through the growth of decentralized finance, the Terra UST collapse, and the expansion of reserve-backed and regulated products. It distinguishes fully reserved coins,…

CryptoDeFiPerpetual futuresOn-chain data
Bitget Academy

This weekly Bitget newsletter reviews BGB’s price behavior, exchange reserve disclosures, and broader crypto market activity for April 22–28, 2024. It describes BGB as holding near US$1.1 after a weak week alongside Bitcoin, with a narrowing weekly spread…

CryptoFuturesRisk managementTechnical indicators
Bitget Academy

This guide recommends combining five information sources to follow Swan Chain and its SWAN token: the project’s official channels, Bitget, CoinMarketCap, CoinGecko, and CoinDesk. It assigns them different roles, from direct roadmap and product announcements…

CryptoOn-chain dataSpot markets
Bitget Academy

The article connects Bitcoin’s election-night rise in 2024 with expectations of a more supportive U.S. administration for digital assets. It reports Bitcoin rising above $75,000 and describes concurrent gains in Dogecoin, Ethereum, stocks, and bond yields.…

CryptoSentimentMomentumUS markets
Bitget Academy

The article recounts the October 2022 BNB Chain exploit, in which an attacker used forged withdrawal proofs against the BSC Token Hub bridge to mint and release 2 million BNB. It follows the subsequent borrowing and movement of assets through Venus Protocol…

CryptoDeFiOn-chain dataRisk management
Bitget Academy

The article explains Bitcoin Ordinals as a numbering system for individual satoshis and inscriptions as data attached to those units. It describes how SegWit and Taproot made it practical to place larger amounts of data in transaction witness data, creating…

CryptoOn-chain dataSpot markets
Bitget Academy

The guide explains Bitget coin-margined futures, where a supported cryptocurrency serves as collateral and profits and losses settle in that margin currency. It distinguishes perpetual contracts, which lack an expiry date, from delivery contracts, and…

CryptoFuturesPerpetual futuresRisk management
Bitget Academy

The article describes a reported resurgence in Ethereum NFTs during 2025, outlining market activity, drivers of renewed interest, collections to watch, and the emergence of NFT treasuries. It points to July market capitalization and trading-volume figures,…

CryptoOn-chain dataDeFi
Bitget Academy

The article presents multi-timeframe analysis as a way to combine directional context from a higher timeframe with entry timing on a lower timeframe. Its example establishes a bullish bias from the daily chart using moving averages and MACD, then waits on a…

Technical indicatorsTrend followingMomentumRisk management
Bitget Academy

The article outlines Hong Kong’s e-HKD research and development, describing a two-tier model with a wholesale system for issuance and interbank transactions and a retail system for public circulation. It traces earlier wholesale CBDC work through…

CryptoFixed incomeDeFiMarket microstructure
Bitget Academy

The article introduces Avalanche as a proof-of-stake blockchain intended to support scalable applications, smart contracts, and custom networks. It explains the roles of its three built-in chains: the X-Chain for creating and trading digital assets, the…

CryptoDeFiPortfolio construction
Bitget Academy

The article describes a borrowing arrangement in which tokenized stocks, including examples linked to large U.S. companies, can be pledged as collateral for a crypto loan. The proposed use is to obtain liquidity while retaining exposure to the stock token,…

CryptoEquitiesRisk managementSpot markets
Bitget Academy

The article outlines ways to structure a crypto spot portfolio for recurring investment, from a single asset such as BTC to BTC and ETH combinations, an added exchange token, or thematic baskets. It frames these choices around conviction and risk tolerance,…

CryptoSpot marketsPortfolio constructionRisk management
Bitget Academy

The guide compares browser, web, mobile, desktop, hardware, and paper wallets, describing how users access them and where keys are stored. It presents hardware wallets as keeping private keys offline, while web wallets and paper wallets are discouraged…

CryptoRisk management
Bitget Academy

The article recaps Ethereum’s transition from proof of work to proof of stake, describing the Beacon Chain’s role, the Difficulty Bomb, and expected changes to energy use, network design, and ETH issuance. It notes that the Merge sharply reduced issuance but…

CryptoOn-chain dataDerivatives pricingRisk management
Bitget Academy

The article profiles US Reserve For Natural Resources (USNRN), a Solana meme coin whose branding invokes US oil, gas, gold, and silver reserves. It explains that the token is an SPL asset with a stated fixed supply of one billion, reportedly minted in full,…

CryptoOn-chain dataDeFiRisk management
Bitget Academy

The article defines a Universal Exchange as a platform model that brings centralized crypto trading, decentralized tokens, and traditional or tokenized assets into one interface. It contrasts centralized exchanges, which emphasize convenience, with…

CryptoMulti-assetExecutionDeFi
Bitget Academy

The article presents the US nonfarm payrolls release as a joint test of labor-market momentum and expectations for Federal Reserve policy. It advises traders to interpret payroll growth alongside unemployment, hourly earnings, labor-force participation, and…

ForexUS marketsEvent-drivenStatistics
Bitget Academy

The document compares three forms of crypto-related exchange-traded products: spot funds that hold digital assets, futures funds that use exchange-traded contracts, and blockchain equity funds that own related companies. It explains that spot products can…

CryptoFuturesPortfolio constructionRisk management