Skip to content

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

12,303 documents

OKX Learn

The article examines how exchange listings, community attention, and viral narratives can affect Solana-based meme coins. It uses MOODENG price and volume changes around a listing as a case study, and describes BONK integrations and a newer multichain…

CryptoMomentumVolatilitySentiment
OKX Learn

The article surveys factors it says may influence Dogecoin’s price: large-wallet accumulation, technical indicators, institutional interest, broader market conditions, and competition from newer meme tokens. It reports a period of whale buying alongside a…

CryptoTechnical indicatorsSentimentOn-chain data
OKX Learn

The article frames Bitcoin corrections as part of its historical volatility and discusses how pullbacks may affect leverage, sentiment, and market structure. It points to breaches of the 20-day and 50-day moving averages, a failure to hold a psychological…

CryptoTechnical indicatorsRisk managementVolatility
OKX Learn

The article uses a reported Bitcoin short as a case study in leverage, margin buffers, liquidation risk, and trade execution. It explains that high leverage leaves positions vulnerable to small adverse price moves, and describes adding collateral as a way to…

CryptoPerpetual futuresRisk managementExecution
OKX Learn

The article surveys ways crypto projects combine AI and blockchain, describing examples across decentralized computing, machine learning, analytics, cybersecurity, data supply, and GPU rendering. It presents these as potential applications of blockchain…

CryptoMachine learningVolatility
OKX Learn

The article outlines factors that may affect CAKE, PancakeSwap’s native token. It describes the exchange’s automated market maker design, where liquidity pools support wallet-based trading, and notes that CAKE is used for staking and yield farming. Proposed…

CryptoDeFiTechnical indicatorsSentiment
OKX Learn

This article uses James Wynn’s reported trading losses to illustrate how leverage magnifies exposure to volatile crypto prices. It recounts positions as high as 40x, including a 10x PEPE trade, followed by nine consecutive liquidations and an account balance…

CryptoPerpetual futuresRisk managementPosition sizing
OKX Learn

The article explains THENA’s ve(3,3) liquidity model on BNB Chain. Protocols can use a bribing marketplace to encourage veTHE holders to vote for particular pools, directing liquidity through competition among protocols. It also describes THENA as a venue…

CryptoDeFiOn-chain dataPerpetual futures
OKX Learn

This article surveys ASTER’s reported price swings, technical signals, trading activity, and market sentiment. It cites a rapid post-launch rise followed by a pullback, identifies the 50-day exponential moving average as dynamic support, and interprets…

CryptoVolatilityTechnical indicatorsRisk management
OKX Learn

This article surveys factors it associates with renewed meme coin interest in 2025: community activity, celebrity endorsements, low barriers to launching tokens, speculative demand, and attempts to add token features or real-world uses. It cites public…

CryptoSentimentVolatilityRisk management
OKX Learn

The article attributes Bitcoin’s reported rise above $113,000 to ETF inflows, institutional adoption, and regulatory optimism. It interprets the move as a breakout from a symmetrical triangle, cites resistance near $112,800 and $113,400 and support near…

CryptoMomentumBreakoutTechnical indicators
OKX Learn

The document explains how leverage magnifies both gains and losses, using a large Bitcoin short position as an illustration of liquidation exposure. It argues that highly leveraged positions can affect market sentiment and contribute to volatility when…

CryptoPerpetual futuresVolatilityRisk management
OKX Learn

The document contrasts Ethereum’s evolving role in decentralized finance with Bitcoin’s store-of-value narrative. It explains how rollups bundle activity off-chain before settling on Ethereum, aiming to improve transaction speed and fees, and contrasts…

CryptoDeFiVolatilityDerivatives pricing
OKX Learn

The document explains that Aptos token unlocks release previously restricted APT into circulation under a vesting schedule. Such events can increase available supply and may create selling pressure, although the price response depends on market conditions…

CryptoEvent-drivenRisk managementVolatility
OKX Learn

The article surveys several Web3 topics, including meme coin volatility, large blockchain transfers, token supply management, NFT purchases, application reliability, and possible links between gold and crypto sentiment. It attributes meme coin price swings…

CryptoVolatilitySentimentOn-chain data
OKX Learn

The article describes Strategy’s corporate Bitcoin treasury approach, including its rebranding, accumulation policy, and use of equity and debt financing. It presents Bitcoin as a long-term reserve asset and reports that the company has bought through…

CryptoPortfolio constructionRisk managementVolatility
OKX Learn

The document reports the launch of the MELANIA meme coin on Solana on January 19, 2025, one day after the TRUMP coin launch. It says MELANIA reached a market capitalization of $4 billion within 30 minutes and that its arrival coincided with a decline in…

CryptoSpot marketsSentimentVolatility
OKX Learn

The document examines trading risks associated with MYX Finance, citing large reported price swings, short liquidations, social media attention, and signs of overbought conditions. It describes the exchange’s matching pool design, cross-chain support, and…

CryptoVolatilitySentimentTechnical indicators
OKX Learn

The document surveys proposed uses of artificial intelligence in crypto markets, including on-chain monitoring, social and news sentiment analysis, automated trading, and volatility assessment. It describes how systems can combine wallet activity,…

CryptoMachine learningOn-chain dataSentiment
OKX Learn

The document compares BONK and WIF as Solana-based meme coins, focusing on recent price declines, volatility, ecosystem connections, and the movement of attention toward newer projects. BONK is associated with Solana’s transaction infrastructure and…

CryptoVolatilitySentimentOn-chain data
OKX Learn

The article reviews Pi Network’s token and ecosystem alongside market factors that may affect its price. It interprets descending exponential moving averages and a MACD death cross as bearish signals, while an oversold RSI leaves open either a reversal or…

CryptoTechnical indicatorsVolatilityRisk management
OKX Learn

This overview explains several possible drivers of declines in SOL priced against USDT. It discusses macroeconomic and geopolitical events, regulatory changes, leveraged positions and liquidation cascades, bearish technical signals such as an RSI below 30 or…

CryptoTechnical indicatorsVolatilitySentiment
OKX Learn

The article combines a technical snapshot of XRP with discussion of legal, institutional, and market developments. It identifies support around $2.25–$2.26 and resistance around $2.33–$2.38, describes symmetrical triangles and bull flags, and cites…

CryptoTechnical indicatorsBreakoutVolatility
OKX Learn

The document explains how leveraged futures positions are forcibly closed when margin can no longer cover losses. With high leverage, relatively small price moves can trigger liquidations; those forced closures may add selling pressure, causing further price…

CryptoFuturesPerpetual futuresVolatility