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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

3,298 documents

Bitget Academy

The article analyzes a sharp yen rally against the dollar and considers whether it reflected official intervention or a change in the broader trend. It describes speculation about Japanese yen purchases, based on market estimates, central-bank account data,…

ForexCarryVolatilityRisk management
Bitget Academy

The article links Nintendo’s share-price rally to strong first-half fiscal results and a higher sales forecast for the Switch 2. It reports that revenue more than doubled year over year, net profit rose, and the company increased its hardware sales target…

EquitiesMomentumEvent-drivenSentiment
Bitget Academy

The document explains how Bitget GetAgent Playbook structures automated trading strategies before activation. A Playbook can specify market conditions, signals, triggers, risk settings, position sizing, exits, and stop conditions. Users can preview and…

CryptoMachine learningRisk managementExecution
Bitget Academy

The article classifies altcoins into platform coins, meme coins, stablecoins, decentralized-finance tokens, and utility tokens. It describes possible roles such as issuing tokens, governance, service payments, and reducing price volatility through fiat or…

CryptoDeFiSpot marketsRisk management
Bitget Academy

The guide explains how crypto affiliates earning revenue share can improve commissions by focusing on active traders rather than raw sign-up counts. It recommends attracting users through trading tutorials and strategy content, supporting them after signup…

CryptoFuturesSpot marketsPerpetual futures
Bitget Academy

The article outlines bullish, neutral, and bearish price scenarios for PancakeSwap’s CAKE token through 2025 and 2030. It links recent price strength to rising decentralized exchange activity, buybacks and burns, reduced emissions under Tokenomics 3.0,…

CryptoDeFiOn-chain dataSentiment
Bitget Academy

The article explains On-Balance Volume (OBV) as a running total that adds a period's volume when its close is above the previous close and subtracts volume when the close is lower. It advises focusing on the line's direction and comparing it with price,…

Technical indicatorsStatisticsRisk management
Bitget Academy

The article outlines how to analyze publicly traded firms tied to digital assets, including exchanges, miners, blockchain developers, and custodians. It recommends combining standard equity research—such as revenue mix, margins, and balance sheet review—with…

CryptoEquitiesRisk managementTechnical indicators
Bitget Academy

The guide explains that contracts for difference provide exposure to price changes without ownership of the underlying asset. It surveys index, forex, precious metal, crude oil, and agricultural commodity CFDs, outlining typical market drivers and…

FuturesForexCommoditiesRisk management
Bitget Academy

The guide compares custodial Bitcoin storage on exchanges with self-custody using hardware wallets. Exchange custody offers convenient access for trading and account recovery, but requires trust in the platform and exposes holders to operational, security,…

CryptoSpot marketsRisk managementExecution
Bitget Academy

The article discusses possible future developments for shark fin investment products in crypto. It predicts that demand for risk management could support their continued use and suggests that machine learning might enable automated adjustments based on…

CryptoVolatilityMachine learningRisk management
Bitget Academy

The guide explains how futures liquidation occurs when account equity and unrealized losses leave too little margin to meet maintenance requirements. It identifies excessive leverage, oversized positions, missing stop-losses, and emotionally driven averaging…

CryptoFuturesPerpetual futuresRisk management
Bitget Academy

The document introduces blockchain tokens as digital assets that can represent currency, access, governance rights, or claims on other assets. It explains that fungible tokens are interchangeable, while non-fungible tokens represent distinct items or…

CryptoDeFi
Bitget Academy

The document contrasts Huma Protocol, described as an income-based lending system, with Huma AI, presented as a blockchain analytics and trading platform. Huma’s proposed model uses income verification and lending pools to assess borrowers and fund loans…

CryptoDeFiMachine learningOn-chain data
Bitget Academy

The document introduces exchange dual investment products as a way to earn interest while accepting settlement in either an invested asset or another form of liquidity, depending on product terms and market conditions. It positions the products as an…

CryptoVolatilityPortfolio constructionRisk management
Bitget Academy

The document surveys possible price drivers for the Official Trump token, including political news, social media attention, technical indicators, and regulatory developments. Its near-term discussion refers to moving-average convergence, MACD, Fibonacci…

CryptoTechnical indicatorsSentimentRisk management
Bitget Academy

This guide explains how traders can publish strategies on an exchange's copy-trading service and apply to become strategists. It lists four supported strategy types: futures grid, spot grid, futures dollar-cost averaging, and spot dollar-cost averaging. To…

CryptoFuturesSpot marketsGrid trading
Bitget Academy

The guide introduces the Lightning Network as a layer built on Bitcoin for rapid peer-to-peer payments. Participants use bidirectional payment channels to make multiple transfers off-chain, with channel arrangements relying on smart contracts and…

CryptoExecutionMarket microstructureSpot markets
Bitget Academy

The article explains blockchain through three linked properties: decentralization, immutability, and transparency. It describes a shared transaction record in which blocks are linked, and contrasts open networks such as Bitcoin with systems that restrict…

CryptoMarket microstructureRisk management
Bitget Academy

The guide describes WLFI as a governance token for the World Liberty Financial protocol, stating that its function is voting on protocol decisions rather than providing dividends or a claim on managed assets. It outlines the token supply, two presales, the…

CryptoDeFiRisk managementPerpetual futures
Bitget Academy

This weekly market roundup surveys crypto developments during a period of market strain. It discusses exchange-token performance, financial distress among crypto lenders and brokers after the Three Arrows Capital collapse, and reported declines in Bitcoin…

CryptoMarket microstructureOn-chain dataSentiment
Bitget Academy

This glossary explains the roles and terminology used in a crypto exchange’s strategy copy-trading product. It distinguishes users who copy published strategies from strategists who provide them, and defines strategy creators, subscriptions, strategy prices,…

CryptoMachine learningRisk management