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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

19,452 documents

Bitget Academy

The article compares centralized and decentralized exchanges as venues for trading newly launched tokens. It explains that centralized exchanges generally review projects for technical, security, tokenomics, and compliance concerns before listing, while…

CryptoSpot marketsOn-chain dataExecution
Bitget Academy

This dated market update reports a rise in the overall cryptocurrency market capitalization and Bitcoin’s price over the prior 24 hours. It also names three of the day’s strongest gainers by percentage change: CEL, GODZ, and COMP. Brief descriptions identify…

CryptoDeFiSpot markets
Bitget Academy

The document introduces Litecoin as a Bitcoin-derived proof-of-work cryptocurrency designed for faster, lower-cost payments. It describes Litecoin’s use of the scrypt mining algorithm, its capped supply and block-based reward halving, and the historical role…

CryptoSpot marketsStatisticsOn-chain data
Bitget Academy

The document introduces Bitcoin Layer 2 systems as protocols that move some transaction activity off the base chain to increase throughput, reduce fees, or add programmability. It outlines three approaches: state channels, where users transact privately…

CryptoRisk managementExecution
Bitget Academy

The article examines Bitcoin’s historically weak September returns and discusses whether the pattern might recur in 2025. It cites average monthly losses of 3–5% and a six-year run of negative Septembers from 2017 through 2022, linking past declines to…

CryptoStatisticsTechnical indicatorsSentiment
Bitget Academy

The article presents cryptocurrency as an alternative rail for cross-border remittances. It contrasts traditional services, which it describes as slow, costly, and constrained by regulations, with blockchain transfers that may settle within minutes and incur…

CryptoExecutionMarket microstructure
Bitget Academy

The article forecasts three areas of development for cryptocurrency wallets: stronger security and privacy features, closer integration with decentralized finance and NFTs, and improved interoperability among wallets and platforms. It names multi-factor…

CryptoDeFiRisk management
Bitget Academy

The document introduces Fantom as an open-source smart-contract blockchain designed for decentralized applications and digital asset activity. It describes Fantom as compatible with the Ethereum Virtual Machine, enabling projects and contracts to be moved…

CryptoDeFi
Bitget Academy

The document outlines a Bitget connection to WunderTrading for crypto copy trading and automated strategies. It describes following traders with visible track records, running bots built with TradingView scripts, or trading through a terminal. Listed tools…

CryptoExecutionTechnical indicatorsRisk management
Bitget Academy

The document describes two ways to copy automated trading strategies on Bitget: subscribe to a verified strategist and copy the strategist’s bots, or purchase an individual bot for later use. Subscribers can enable automatic copying or manually select bots.…

CryptoGrid tradingPosition sizing
Bitget Academy

The document describes Amulet as a DeFi yield aggregator that pools deposits into automated strategies across other protocols and compounds returns, with the stated goals of managing exposure and reducing transaction costs. Its central risk feature,…

CryptoDeFiRisk management
Bitget Academy

American Dollar Reserve (ADR) is described as a Solana SPL meme token whose dollar-reserve branding is satirical. The article stresses that it is not a stablecoin, has no verified dollar backing or government affiliation, and offers no stated utility,…

CryptoOn-chain dataSentimentSpot markets
Bitget Academy

A spot Bitcoin ETF is an exchange-traded security designed to follow Bitcoin’s spot price. The document explains that a fund manager holds Bitcoin, while investors buy and sell ETF shares through ordinary securities accounts rather than managing wallets or…

CryptoSpot marketsUS marketsMarket microstructure
Bitget Academy

The report reviews Bitcoin trading data for June 26 through July 2, 2023, using figures attributed to the Bitget exchange. It summarizes weekly average price and volume, compares both with the prior week, and reports the period's opening, closing, high, and…

CryptoStatisticsSpot marketsMarket microstructure
Bitget Academy

The guide compares ways USDT holders can gain S&P 500 exposure: tokenized ETF products, perpetual futures, index CFDs, and real ETF shares. It distinguishes economic exposure from ownership, explaining that tokenized products and derivatives do not…

EquitiesCryptoFuturesDerivatives pricing
Bitget Academy

This article presents Bitget’s BGB token as a way to access exchange services and summarizes the project’s stated allocation, utility, and roadmap. It describes allocations for ecosystem development, a swap program, and a protection fund, alongside vesting…

CryptoSpot marketsRisk managementStatistics
Bitget Academy

This guide surveys ways a crypto platform might offer exposure to US stock prices while allowing users to hold stablecoins. It identifies three routes: USDT-margined derivatives that track equities or indices, tokenized equity products, and crypto assets…

CryptoEquitiesMulti-assetExecution
Bitget Academy

This overview introduces Catizen, a Telegram-based entertainment platform that combines mini-games, virtual cat breeding, short dramas, e-commerce, and decentralized features. It describes CATI as the platform’s native currency for transactions and presents…

CryptoDeFiSpot markets
Bitget Academy

This guide describes Base Carbon Tonne (BCT), a Polygon token representing carbon credits, and explains how to research its market data and underlying project. It recommends cross-checking aggregated price information with Toucan Protocol materials and…

CryptoOn-chain dataRisk managementMarket microstructure
Bitget Academy

The document explains automated crypto trading bots and gives two indicator-based approaches. Its MACD example uses moving average crossovers to enter and exit long or short positions, aiming to participate in directional markets. Its Bollinger Bands example…

CryptoTrend followingMean reversionTechnical indicators
Bitget Academy

The article defines a Strategic Bitcoin Reserve as a formal, long-term Bitcoin holding by a government, institution, or corporation, managed as a treasury allocation rather than a trading position. It presents motivations including diversification, inflation…

CryptoPortfolio constructionRisk managementUS markets
Bitget Academy

The document describes a layered framework for managing institutional trading risk across crypto, tokenized assets, Spot, and Futures. It compares isolated margin, shared stablecoin margin, and multi-asset account structures, explaining how each determines…

Risk managementFuturesExecutionPortfolio construction
Bitget Academy

The article examines Bitcoin’s bear-market context through price levels, coin-age activity, accumulation patterns, and cost-basis indicators. It identifies a trading range around $18,000–$20,000 and uses UTXO Realized Price Distribution to locate areas of…

CryptoOn-chain dataTechnical indicatorsRisk management
Bitget Academy

The document explains how a flexible crypto savings product works: users subscribe with assets held in a spot account, receive interest credited daily, and can request redemption without a fixed lockup. It describes an optional auto-transfer feature that…

CryptoSpot marketsRisk management