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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
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

4,613 documents

OKX Learn

The document explains dollar-cost averaging (DCA) as investing a fixed amount in Bitcoin at regular intervals, regardless of price. It argues that spreading purchases over time can reduce the effect of buying at an unfavorable moment, support disciplined…

CryptoSpot marketsVolatilityPosition sizing
OKX Learn

This opinion piece proposes a weekly routine for forming and executing crypto trade ideas. It recommends defining a hypothesis before trading, reviewing total crypto market capitalization and Bitcoin on weekly and daily charts, marking support and…

CryptoTechnical indicatorsRisk managementPosition sizing
OKX Learn

The article outlines Bittensor as a decentralized machine-learning network in which TAO supports contributor rewards and staking. It describes subnets as specialized areas for applications such as image generation and deepfake detection, and frames staking…

CryptoMachine learningRisk managementPosition sizing
OKX Learn

The document explains the main inputs to Bitcoin mining profitability: electricity prices, ASIC efficiency, Bitcoin’s market price, and network difficulty. It gives the block reward at the time described and notes the scheduled reduction, while explaining…

CryptoRisk managementPosition sizing
OKX Learn

The document explains Ethereum proof-of-stake validators, which propose and attest to blocks in return for rewards. It contrasts solo validation, requiring 32 ETH and continuously maintained hardware and software, with pooled or exchange staking that accepts…

CryptoRisk managementPosition sizingExecution
OKX Learn

The document explains dollar-cost averaging (DCA) as buying an asset at multiple prices or regular intervals instead of investing in one lump sum. It contrasts recurring purchases of a fixed size with Martingale-style DCA, where later orders increase after…

CryptoSpot marketsFuturesRisk management
OKX Learn

A cash-secured put is presented as a way to seek entry into a chosen cryptocurrency at a selected strike while receiving an option premium upfront. The seller reserves enough cash to buy the asset if assigned; if the put expires out of the money, the seller…

CryptoOptionsDerivatives pricingRisk management
OKX Learn

The guide defines a crypto flash crash as a rapid, severe price decline and outlines several possible drivers: algorithmic trading errors, manipulation, leveraged liquidation cascades, unexpected news, and thin liquidity. It explains how forced liquidations…

CryptoVolatilityRisk managementPosition sizing
OKX Learn

The guide explains SOL staking as delegating tokens to validators in return for network rewards. It distinguishes APY, which includes compounding, from APR, and identifies validator commissions and performance, network inflation, and the total amount staked…

CryptoDeFiCarryRisk management
OKX Learn

The document explains crypto lending as lending through centralized services or blockchain-based pools, where borrowers receive digital assets and repay with interest. Lenders may deposit assets to earn yield, while borrowers commonly provide crypto…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document compares three meme coin projects through the lenses of presale design, staking incentives, token circulation, liquidity, and community activity. It attributes Troller Cat’s reported return to a structured presale and staking rewards, contrasts…

CryptoSentimentRisk managementPosition sizing
OKX Learn

The document explains a futures DCA bot that adds to a position as price moves against it, using larger orders in a Martingale pattern. The aim is to improve the average entry price and close the full position at a take-profit level. Its BTC example shows…

CryptoFuturesPerpetual futuresMean reversion
OKX Learn

The white paper describes RESOLV as a fixed-supply token deployed on Ethereum and BNB Smart Chain. It presents staking as a way to receive rewards and incentive boosts, with stRESOLV representing the staked form. The token is intended to support future…

CryptoDeFiRisk managementPosition sizing
OKX Learn

The document outlines several approaches to building a Bitcoin position: long-term holding, dollar-cost averaging (DCA), investing a lump sum, and swing trading around market cycles. It presents DCA as a scheduled way to build a position while reducing…

CryptoSpot marketsRisk managementPosition sizing
OKX Learn

The document separates Bitcoin’s investment risk from the security of its underlying network. It describes price swings and regulatory uncertainty as major investment concerns, while presenting decentralization, proof of work, and the absence of a central…

CryptoRisk managementPosition sizingSpot markets
OKX Learn

The document surveys common problems faced by retail traders, especially in derivatives markets. It discusses overconfidence and excess trading, regret aversion that can keep traders in losing positions, and herding in response to trends or media attention.…

OptionsFuturesRisk managementPosition sizing
OKX Learn

The document discusses ways crypto traders can navigate volatile bull markets. It emphasizes using a defined trading plan, limiting leverage, setting stop-losses, diversifying exposure, and keeping emotions from driving decisions. It also suggests moving…

CryptoVolatilityRisk managementPosition sizing
OKX Learn

The document describes Synaptogenix’s announced plan to build a corporate treasury position in TAO, the token associated with Bittensor. It frames the strategy around holding a scarce-supply digital asset and staking tokens to support the network and earn…

CryptoRisk managementPosition sizingPortfolio construction
OKX Learn

The article explains a crypto market sell-off as the interaction of a geopolitical shock and heavily leveraged positioning. It describes how forced closures can trigger further selling, forming a cascade, and cites a reported long-to-short imbalance…

CryptoFuturesVolatilityRisk management
OKX Learn

The document introduces leveraged SOL trading, explaining that borrowed capital increases market exposure and magnifies both gains and losses. It describes SOL futures as a way to speculate on price changes without holding the token, and perpetual futures as…

CryptoFuturesPerpetual futuresRisk management
OKX Learn

The article describes large holders accumulating WBTC and USDT, borrowing stablecoins against crypto collateral on Aave, and using borrowed funds to increase exposure. It calls the repeated borrowing and reinvestment pattern circular lending. The examples…

CryptoOn-chain dataDeFiRisk management
OKX Learn

The options wheel combines selling cash-secured puts with selling covered calls on an asset received through put assignment. A trader first reserves enough cash to buy the underlying at the put strike. If the put expires out of the money, the trader may sell…

CryptoOptionsDerivatives pricingRisk management
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