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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
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

12,303 documents

OKX Learn

The document explains token unlocks as scheduled releases of previously restricted tokens, often allocated to founders, early investors, or project teams. It contrasts cliff schedules, which release tokens at a set time, with linear schedules that distribute…

CryptoVolatilityRisk managementOn-chain data
OKX Learn

The article outlines several factors it associates with Bitcoin’s price increase: institutional participation, macroeconomic conditions, technical analysis, volatility, and the asset’s limited supply. It describes how large purchases and investment products…

CryptoSpot marketsTechnical indicatorsVolatility
OKX Learn

The document describes a workflow for discovering and monitoring memecoins through a trading terminal. It proposes watching social platforms for community activity and influencer attention while tracking token launches, large wallet transactions, trading…

CryptoOn-chain dataSentimentVolatility
OKX Learn

This guide outlines a discretionary approach to Bitcoin trading that combines market context, technical indicators, and trade style. It explains how simple moving averages can indicate trend direction, using a 50-day average crossing above a 200-day average…

CryptoTechnical indicatorsMomentumBreakout
OKX Learn

The document explains how large cryptocurrency holders can influence prices and sentiment through substantial purchases or sales. It describes visible whale transactions as possible signals that affect retail expectations and notes that whales may take…

CryptoSentimentVolatilityOn-chain data
OKX Learn

The document explains that leverage lets a trader control a larger crypto position with less initial capital, magnifying both gains and losses. It links high leverage to liquidation cascades: small price changes can force position closures, adding volatility…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The document describes APEX price volatility and lists possible drivers: large holder accumulation, institutional trading, community incentives, and confusion with the similar APX ticker. It also highlights a planned token unlock, which could add supply and…

CryptoVolatilityOn-chain dataDeFi
OKX Learn

The document explains cryptocurrency market risk as exposure to losses from price changes and identifies macroeconomic conditions, geopolitical events, regulation, news, and speculative sentiment as potential drivers. It gives examples such as inflation and…

CryptoRisk managementPortfolio constructionVolatility
OKX Learn

The document introduces meme coins on Ethereum and explains how the network’s users, decentralized applications, and smart contracts can support their visibility and features. It names Shiba Inu, Pepe, Floki, and Mind of Pepe as examples, describing projects…

CryptoDeFiVolatilitySentiment
OKX Learn

The article contrasts Ethereum’s role in decentralized finance and its ongoing scalability work with Dogecoin’s reliance on community attention, social media, and celebrity endorsements. It names Ethereum developments including Layer 2 systems, Dencun,…

CryptoDeFiSentimentVolatility
OKX Learn

The article explains why Solana’s speed and low transaction costs may support high-volume memecoin trading, contrasting those features with congestion and fees on Ethereum. It discusses community activity and supply-reduction mechanisms such as token burns…

CryptoSpot marketsDeFiVolatility
OKX Learn

The document discusses PEPE’s price behavior through a technical and market-sentiment lens. It identifies a possible cup-and-handle pattern and describes the RSI as near neutral and the MACD as showing limited momentum. It also points to a price area…

CryptoTechnical indicatorsBreakoutSentiment
OKX Learn

The document introduces Sonic, formerly Fantom, and describes its Lachesis consensus mechanism, intended improvements in transaction speed and fees, and goals for interoperability and application development. It discusses several indicators of ecosystem…

CryptoTechnical indicatorsVolatilityDeFi
OKX Learn

The document describes how newer memecoins combine viral branding and community activity with features such as staking, NFTs, token burns, launch platforms, and dedicated blockchain infrastructure. Pepe is discussed in terms of community support and chart…

CryptoSentimentTechnical indicatorsVolatility
OKX Learn

The document surveys factors that may influence Dogecoin’s price, including technical indicators, institutional participation, regulatory developments, broader market conditions, and community-driven attention. It describes a golden cross as a possible sign…

CryptoTechnical indicatorsSentimentVolatility
OKX Learn

The article explains how the Federal Funds Rate influences borrowing, spending, inflation, and broader risk appetite, then applies those channels to cryptocurrency markets. Its proposed mechanism is that lower rates can encourage risk-taking, improve…

CryptoUS marketsVolatilityRisk management
OKX Learn

The document explains liquidation as the forced closure of a leveraged position after adverse price moves, using PEPE as an example of a volatile meme coin. It links rapid price swings to market sentiment, social media activity, and broader crypto…

CryptoPerpetual futuresVolatilityRisk management
OKX Learn

This market commentary reviews Bitcoin and Ether futures, perpetual swap funding, and options conditions during a spot-price decline in July 2024. It reports that short-dated implied volatility rose as traders sought downside protection, while options risk…

CryptoFuturesOptionsVolatility
OKX Learn

The document links declining Bitcoin exchange balances and reported institutional accumulation with the possibility of tighter tradable supply. It points to exchange reserves, over-the-counter desk balances, spot ETF inflows, miner activity, and hashrate as…

CryptoOn-chain dataTechnical indicatorsVolatility
OKX Learn

The document examines a reported VINE token rally, linking it to large wallet purchases, speculation around potential AI-related developments, and nostalgic branding. It cites on-chain indicators such as trading volume, transaction counts, and holder totals…

CryptoOn-chain dataSentimentVolatility
OKX Learn

The document reviews Bitcoin’s yearly performance through several factors: spot ETF access, macroeconomic conditions, the halving’s effect on new supply, and comparisons with stocks and gold. It describes how ETF availability may broaden investor access and…

CryptoVolatilityEvent-drivenSpot markets
OKX Learn

A long straddle buys a call and a put on the same underlying asset, with the same strike and expiration, often near the money. The position seeks a sufficiently large move in either direction. Its maximum loss is the combined premium paid, while gains can be…

OptionsCryptoVolatilityRisk management
OKX Learn

The document outlines several forces that may influence XRP: news and social sentiment, legal and regulatory developments, broader crypto and macroeconomic conditions, ledger technology and partnerships, and market liquidity. It uses Ripple’s dispute with…

CryptoSentimentVolatilityMarket microstructure
OKX Learn

The article examines SUI through three lenses: price levels, token supply changes, and ecosystem use. It describes recent price fluctuation and several resistance points, then discusses an upcoming unlock of 44 million tokens. Unlocks may create near-term…

CryptoTechnical indicatorsVolatilityDeFi