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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

3,101 documents

OctoBot

The document explains stablecoins as crypto tokens designed to hold value relative to an asset or asset basket, commonly a fiat currency. It outlines three broad designs: fiat-backed tokens supported by reserves, crypto-backed tokens that generally use…

CryptoSpot marketsRisk managementDeFi
FMZ live strategies

This live-robot dashboard records a crypto spot arbitrage system trading BTC/USDT across Gate and KuCoin, alongside a wider set of monitored assets. Its logs show paired buys and sells on the two venues, with the direction varying by trade. The displayed…

CryptoArbitrageSpot marketsExecution
Cryptohopper blog

The article presents developments in 2021 as signs that cryptocurrencies, especially Bitcoin, were gaining acceptance as an investment asset and payment method. It points to Tesla’s Bitcoin purchase, banks exploring custody, payment firms adding digital…

CryptoSpot marketsEvent-drivenSentiment
FMZ forum

This personal account reflects on years of involvement in cryptocurrency markets, including altcoins, leveraged trading, decentralized finance schemes, and token mining promotions. Its main lesson is caution: the author describes a market where inexperienced…

CryptoRisk managementSentimentSpot markets
Amberdata research

This market snapshot connects crypto news and on-chain activity with spot-market, decentralized exchange, lending, and network indicators. It notes that BTC and ETH pairs remained prominent in centralized exchange dollar volume, while Binance’s share of…

CryptoSpot marketsDeFiMarket microstructure
OctoBot

This guide explains a dollar-cost averaging trading mode for placing repeat entries and managing the resulting positions. Entries can be triggered on a schedule or when an evaluator produces a new maximum signal, defined as a value of -1 or 1. The guide says…

CryptoSpot marketsFuturesExecution
Binance API docs

The document explains how spot market orders consume the best available liquidity until the requested quantity is filled or the order book runs out. It describes two different outcomes: insufficient account balance causes rejection, while insufficient market…

ExecutionMarket microstructureCryptoSpot markets
NautilusTrader

This reference explains how the Nautilus trading framework models a listed share or ETF as an equity instrument. It describes required identifiers, venue symbol, quote currency, price precision and increment, timestamps, and optional metadata such as lot…

EquitiesSpot marketsExecution
OctoBot

Dollar cost averaging (DCA) invests a fixed amount at regular intervals regardless of the current price. Because each contribution is the same size, it buys more units when prices are lower and fewer when they are higher. The article presents this schedule…

CryptoSpot marketsRisk managementPosition sizing
Binance API docs

This documentation explains spot trading commissions as the combination of standard, tax, and special rates. It distinguishes account commission queries, which report current rates for a symbol and include maker, taker, buyer, and seller components, from…

CryptoSpot marketsExecutionRisk management
Hummingbot docs

This overview explains Hummingbot executors as components that manage order lifecycles under conditions set by controllers using market data. It lists executor categories for positions, dollar-cost averaging, grids, arbitrage, time-weighted execution,…

ExecutionMarket makingDeFiSpot markets
OctoBot

OctoBot profiles determine which strategies and evaluators run, which cryptocurrencies and trading pairs are considered, which exchanges are enabled, and whether trading uses spot or futures. The guide explains how to edit strategy settings through the…

CryptoFuturesSpot marketsRisk management
FMZ forum

This tutorial explains how the OKCoin spot API’s market orders interpret the amount parameter. It describes a backtest example that estimates a buy quantity from the latest price, then submits a market buy with a cash-denominated amount. The author contrasts…

CryptoSpot marketsExecution
Amberdata research

The article explains how data supports several spot Bitcoin ETF functions: calculating net asset value (NAV) and intraday indicative value, checking reserves, and helping authorized participants trade around price deviations. Because Bitcoin trades…

CryptoSpot marketsOn-chain dataArbitrage
OctoBot

The document introduces spot trading as buying or selling cryptocurrency at the current market price, where the trader transacts in the asset rather than a futures or options contract. It outlines basic setup: choose an exchange that lists the desired pair,…

CryptoSpot marketsExecutionRisk management
FMZ forum

This document outlines a basic program structure for a long-only spot cryptocurrency strategy. It separates the trading signal from the operational framework: the example has manual commands to open or close a position, while the user is expected to add the…

CryptoSpot marketsExecutionPosition sizing
Kraken Learn

The article compares custodial wallets, where a provider controls private keys, with non-custodial wallets, where users control and protect them. Custody by a platform can simplify setup, account recovery, and internal transfers. It also exposes users to…

CryptoSpot marketsDeFiRisk management
Hummingbot docs

This guide explains how to connect Hummingbot to Injective Helix for spot or perpetual trading, with a focus on delegated accounts. It describes separating a portfolio wallet that holds funds from a trading wallet that receives authority to trade those…

CryptoExecutionMarket makingPerpetual futures
OctoBot

This guide explains how to create market, limit, stop-loss, and trailing-market orders with OctoBot Script. It describes order sizing for spot and futures trading, including fixed asset amounts, percentages of portfolio value, and percentages of available…

ExecutionPosition sizingFuturesSpot markets
Amberdata research

The document explains how to use spot market volume data to assess activity, liquidity, exchange concentration, and trading interest across tokens and quote currencies. It describes comparing dollar volume over time, reviewing each exchange’s share, tracking…

CryptoSpot marketsMarket microstructureSentiment
FMZ forum

This support post describes a reported failure in an automated XRP withdrawal after a Binance maintenance update. The user received an error indicating an unauthorized IP address, although they said the IP remained on the exchange’s allowlist. The original…

CryptoExecutionSpot markets
Kraken Learn

This introductory overview explains Celo as a blockchain payment platform designed with mobile users in mind, including payments linked to phone numbers and support for decentralized applications. It distinguishes CELO, used for governance and staking, from…

CryptoDeFiSpot marketsRisk management
Cryptohopper blog

The document explains HODLing as buying cryptocurrency and retaining it through short-term price swings. It recounts the term’s origin in a 2013 Bitcoin forum post and presents the approach as a long-term commitment. Its practical suggestions include…

CryptoSpot marketsRisk management