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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 article explains how a tokenized stock tied to SanDisk can be held for stock exposure and dividends while also serving as unified-account margin or collateral for a stablecoin loan. It presents this capital reuse as a way to add leverage or liquidity…

EquitiesFuturesExecutionRisk management
Bitget Academy

The article explains how a spot crypto exchange-traded fund could give brokerage customers exposure to ADA without directly buying tokens or managing wallets. It recounts Grayscale’s proposed conversion of its Cardano Trust into a U.S.-listed ETF and…

CryptoEquitiesEvent-drivenRisk management
Bitget Academy

The document compares crypto exchange products that provide exposure to U.S. stock prices: tokenized stocks and USDT-margined stock perpetual futures. It describes tokenized stocks as spot-like products generally offered without leverage or funding rates,…

CryptoEquitiesMulti-assetPerpetual futures
Bitget Academy

The article introduces centralized finance (CeFi) and decentralized finance (DeFi) as different ways to provide financial services. CeFi relies on institutions and intermediaries operating within established regulatory structures. DeFi uses blockchains and…

CryptoDeFiRisk management
Bitget Academy

The document describes Grvt as a self-custodial on-chain platform that combines earning, investing, spot trading, and derivatives trading around one account balance. Its central concept is capital composability: deposited funds can serve different purposes,…

CryptoDeFiDerivatives pricingExecution
Bitget Academy

The document explains the Dogs of the Dow approach, which selects high dividend-yielding Dow stocks on the premise that their yields may identify financially strong or undervalued companies. It proposes an informal crypto analogue: look for projects whose…

CryptoFactor investingPortfolio constructionRisk management
Bitget Academy

The document examines how an expected Federal Reserve rate cut could affect Bitcoin, connecting lower rates and softer real yields with investor demand for riskier assets. It describes market expectations, reported ETF inflows, Treasury yield moves, and…

CryptoUS marketsSentimentTechnical indicators
Bitget Academy

The article explains Terra’s algorithmic stablecoin mechanism, in which supply adjustments between UST and LUNA were intended to maintain a dollar peg. When UST fell below its peg, redemptions and declining confidence increased LUNA issuance, adding pressure…

CryptoDeFiRisk managementMarket microstructure
Bitget Academy

The document describes a deposit scam that begins with fake exchange messages circulated through unofficial chat channels. Scammers impersonate staff, promise rewards for deposits, and ask users to send funds to a fraudulent address. Small deposits may be…

CryptoRisk managementExecution
Bitget Academy

The article explains how Bitget’s Unified Trading Account lets eligible crypto assets and tokenized equities contribute adjusted collateral value across supported Spot, Spot Margin, and Futures products. Collateral is discounted by asset-specific ratios…

Multi-assetRisk managementPortfolio constructionExecution
Bitget Academy

The article explains why strong U.S. payroll data can weigh on stock index CFDs when traders expect it to keep inflation elevated and delay Federal Reserve rate cuts. Higher Treasury yields can raise discount rates and reduce the present value of expected…

EquitiesEvent-drivenRisk managementUS markets
Bitget Academy

The article describes Memhash as a TON-based token project that distributed rewards through an app-based mining process on Telegram. It outlines a Hashcash-inspired proof-of-work mechanism, energy limits that users replenish or manage, upgrades, and…

CryptoOn-chain dataDeFi
Bitget Academy

The article compares a crypto platform’s proprietary spot stock tokens with other tokenized U.S. stock products. It attributes differences in liquidity to the former’s claimed connection to licensed brokers and real exchange order flow, while describing…

EquitiesCryptoExecutionMarket microstructure
Bitget Academy

The document describes GoKite as a Layer 1 blockchain intended to support autonomous AI agents with cryptographic identity, programmable permissions, payments, governance, and verification. Its account highlights KitePass identities, a Proof of Attributed…

CryptoMachine learningDeFiOn-chain data
Bitget Academy

The document explains cryptocurrency staking in the context of Proof-of-Stake consensus and contrasts it with Proof of Work. In its account, Proof of Work relies on miners using computation to validate transactions, while Proof of Stake uses token holdings…

CryptoDeFiRisk management
Bitget Academy

The document introduces BRC-20 tokens as assets issued using Bitcoin and outlines a wallet-based purchase process. It describes setting up a Bitget Wallet by creating a new wallet or importing an existing one, selecting supported networks, and transferring…

CryptoSpot marketsExecutionMarket microstructure
Bitget Academy

The document compares spot and futures maker and taker fees at five crypto exchanges, with rates dated December 2025. It explains that exchanges commonly adjust trading fees according to recent trading volume, and that platform tokens may offer further…

CryptoSpot marketsFuturesExecution
Bitget Academy

The guide explains that an EVM wallet address identifies an account on Ethereum-compatible networks and can be used to receive assets or connect to decentralized applications. It describes where to find an address in a wallet app, how a blockchain explorer…

CryptoDeFiRisk management
Bitget Academy

The document outlines two ways to trade stock-linked assets with USDT: spot-style tokenized stocks and perpetual futures. It characterizes spot tokens as unleveraged exposure suited to holding, while perps enable long and short positions and continuous…

EquitiesPerpetual futuresSpot marketsRisk management
Bitget Academy

The document compares four ways to access Nasdaq-listed stocks or related markets: direct shares, tokenized stock exposure, perpetual futures, and index CFDs. It explains how ownership, trading hours, margin, leverage, funding, dividends, and shareholder…

EquitiesFuturesPerpetual futuresRisk management
Bitget Academy

The guide explains how a US Nonfarm Payrolls release may affect the dollar and related markets, including major currency pairs and gold. It frames interpretation around employment growth, unemployment, and wage changes, then sketches stronger, moderately…

ForexCommoditiesEvent-drivenRisk management
Bitget Academy

The article reviews Toshi, a community-distributed meme token on Base, and links its September 2025 rally to major exchange listings, trading activity, and whale participation. It describes the token’s community and NFT orientation, then gives conditional…

CryptoSentimentVolatilityOn-chain data
Bitget Academy

This October 2022 market roundup surveys price action, exchange tokens, regulatory developments, crypto company news, and institutional products. It reports that Bitcoin briefly rose above $20,000 before falling back into a $19,000–$21,000 range, while U.S.…

CryptoRisk managementMarket microstructureUS markets
Bitget Academy

This weekly market report examines the April 2024 Bitcoin halving alongside the launch of the Runes token protocol. It explains that the halving cuts the block subsidy, while increased Runes activity coincided with a sharp rise in transaction fees, which the…

CryptoOn-chain dataMarket microstructureSentiment