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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
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

3,298 documents

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 document examines SOL Strategies’ planned Nasdaq listing and its repositioning from a crypto investment company toward a Solana treasury and validator business. It describes how the firm holds SOL and operates validator services, presenting its shares as…

CryptoEquitiesOn-chain dataSpot markets
Bitget Academy

The article reviews Janover’s commercial real estate technology business, including transaction fees, software subscriptions, and its stated move toward AI tools. It frames JNVR as a volatile micro-cap exposed to financing conditions, competition, cash burn,…

EquitiesUS marketsRisk managementPosition sizing
Bitget Academy

The document describes KernelDAO as a multichain restaking ecosystem, outlining its shared security layer on BNB Chain, Kelp liquid restaking on Ethereum, and Gain yield vaults. It explains how restaking aims to let assets support multiple services, while…

CryptoDeFiOn-chain dataRisk management
Bitget Academy

The article compares three ways to obtain NVIDIA-linked exposure with USDT: buying rNVDA, using margin on eligible rToken pairs, and trading NVDAUSDT perpetual futures. It describes rNVDA as a Reality-issued token designed to track NVIDIA shares and backed…

EquitiesCryptoDerivatives pricingExecution
Bitget Academy

The article describes GHIBLI as a Solana meme coin whose appeal is tied to AI-generated imagery inspired by Studio Ghibli’s visual style and the online attention around that trend. It characterizes the project as community-driven, with anonymous creators, no…

CryptoSentimentVolatilityOn-chain data
Bitget Academy

The document explains how order-book depth and bid-ask spreads affect slippage when a large market order consumes available liquidity. It recommends examining cumulative volume near the mid-price and describes several execution approaches: OTC block quotes,…

CryptoExecutionMarket microstructureRisk management
Bitget Academy

The article assesses Ethereum’s prospects for August 2025 using trend indicators, price levels, seasonal history, and market catalysts. It describes ETH trading above several moving averages, bullish MACD, and an RSI in overbought territory, while…

CryptoTechnical indicatorsMomentumSentiment
Bitget Academy

The article presents a macro framework for assessing how a Federal Reserve rate hike may affect the dollar, gold, and major U.S. stock indices. It emphasizes that market reactions depend on what was already priced in and how policy guidance compares with…

Multi-assetCommoditiesUS marketsRisk management
Bitget Academy

The article explains a paired exposure approach: hold a tokenized stock such as rNVDA and short a perpetual contract on the same underlying. When the legs are closely matched, directional stock moves may offset, leaving funding income, spot-perpetual basis…

CryptoEquitiesPerpetual futuresSpot markets
Bitget Academy

The article introduces Aster as a decentralized exchange for spot and perpetual trading, describing its merger origins, supported trading features, and reward programs. It outlines an 8 billion token supply allocation and explains how legacy APX holders can…

CryptoPerpetual futuresSpot marketsDeFi
Bitget Academy

The document introduces Arbitrum as an Ethereum scaling network intended to process transactions with lower fees and less congestion. It describes off-mainchain transaction processing, smart contract support, and compatibility with the Ethereum Virtual…

CryptoDeFi
Bitget Academy

The document explains point value as the monetary gain or loss caused by a one-unit price move in a CFD. It distinguishes the number of points moved from the money each point represents, then gives the basic calculation: price movement multiplied by point…

Risk managementPosition sizingDerivatives pricing
Bitget Academy

The article describes UXLINK as a Web3 social platform connecting social groups with crypto services. It outlines social mining, where platform activity earns points that may convert to token rewards; a social decentralized exchange that lets users follow…

CryptoMarket microstructureSentimentDeFi
Bitget Academy

The document introduces UPCX as an EVM-compatible blockchain focused on payments and financial services. It describes a consensus design combining delegated proof of stake, in which a limited set of witnesses verifies transactions and creates blocks, with…

CryptoMarket microstructureExecution
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 article introduces Hooked Protocol, a BNB Chain project combining gamified Web3 education, social features, a wallet, and onboarding tools. It describes Wild Cash, a quiz-based learning app, and reports early user and app-ranking figures as evidence of…

CryptoDeFiSpot markets
Bitget Academy

The document explains the EU AI Act as a risk-based framework, distinguishing prohibited uses, high-risk systems, applications with transparency duties, and minimal-risk tools. It describes high-risk obligations such as data quality, technical documentation,…

Machine learningRisk management
Bitget Academy

The document describes a peer-to-peer marketplace for trading new crypto tokens before a spot listing. Buyers and sellers post or fill orders at chosen prices and quantities, with funds frozen as a transaction guarantee. It outlines two settlement paths:…

CryptoExecutionMarket microstructureRisk management
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 how dividend events may work for eligible U.S. stock and ETF-linked rTokens traded with USDT. It distinguishes cash distributions, which may be converted to USDT, from stock dividends, which may result in additional rTokens. It also…

EquitiesCryptoUS marketsRisk management
Bitget Academy

This weekly market recap reviews Bitcoin price and trading data for August 7–13, 2023. It reports average price and trading volume, market capitalization and Bitcoin’s share of the crypto market, alongside the week’s opening, closing, high, and low prices.…

CryptoStatisticsSpot markets
Bitget Academy

The article explains GameFi as blockchain gaming with financial features, focusing on player-owned assets, open marketplaces, in-game currencies, and staking. It uses Axie Infinity to illustrate how tokens can serve different roles: one token can be earned…

CryptoOn-chain dataDeFiRisk management