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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

9,660 documents

Bitget Academy

The article compares five services for monitoring Bitcoin prices: an exchange feed, two broad market aggregators, a charting platform, and a portfolio tracker. It explains the practical difference between venue-specific prices drawn from an exchange’s order…

CryptoMarket microstructureTechnical indicatorsExecution
Bitget Academy

The article describes crypto copy trading as automatic replication of a selected lead trader’s positions, with follower settings that can include allocation and risk limits. It distinguishes this approach from manually executed signal groups and rule-based…

CryptoFuturesSpot marketsExecution
Bitget Academy

The article explains why a correct market direction call may still produce a poor result in leveraged CFD trading. It identifies five execution problems: entering before a move is confirmed, choosing a position too large to hold through fluctuations, closing…

ExecutionRisk managementPosition sizingFutures
Bitget Academy

The document describes how ordinary users can post advertisements on a cryptocurrency peer-to-peer marketplace, distinguishing private ads from public listings. Private ads can be shared with selected users and are available after completing a transaction…

CryptoSpot marketsExecution
Bitget Academy

The document explains two ways to size Bitget CFD copy trades. In fixed-ratio mode, the copier’s lot size is based on the equity ratio between the copier and the lead trader, then rounded down to the instrument’s minimum volume step. Fixed-lot mode instead…

CryptoPosition sizingRisk managementExecution
Bitget Academy

The document introduces automated market makers as decentralized trading venues that price swaps through liquidity pools rather than matching orders in a conventional order book. It describes MegaSwap as an aggregator that draws on multiple pools across…

CryptoDeFiExecutionMarket microstructure
Bitget Academy

The article compares two retail broker execution models. In a B-Book, the broker internalizes client orders and takes the opposing position, which can create a financial conflict when clients lose or win. In an STP model, orders are routed to external…

ForexExecutionMarket microstructureRisk management
Bitget Academy

The document explains how a CFD strategy provider can use separate invitation links to attribute new copiers to different communities, agents, or marketing channels. Each link has a configurable invitee cap and can be associated with a private password; the…

ExecutionStatistics
Bitget Academy

The article explains a hybrid liquidity model for tokenized U.S. stocks, called rTokens. During U.S. market sessions, StockRoute connects orders with liquidity in the underlying equities. On weekends and market holidays, selected tokens trade on an internal…

EquitiesMarket makingMarket microstructureExecution
Bitget Academy

The article describes a universal exchange (UEX) as a platform intended to bring crypto, traditional financial products, and tokenized real-world assets together in one account. It contrasts centralized exchanges, which may limit listings or access by…

CryptoMulti-assetExecutionRisk management
Bitget Academy

The page describes pre-market trading for Tomarket Points, a credential token intended for pre-market activities. It says trading began against USDT before an official spot listing and notes that token quantity and price may be adjusted once final tokenomics…

CryptoSpot marketsExecutionRisk management
Bitget Academy

This guide explains a basic peer-to-peer process for buying cryptocurrency through an exchange app. Before placing an order, a user is told to complete identity verification and add a payment method. The buyer then chooses a cryptocurrency and filters…

CryptoExecutionSpot markets
Bitget Academy

The article explains a spot-and-perpetual hedge for tokenized stocks: hold an rToken such as rNVDA and short the matching Stock Perp. The aim is to reduce directional exposure while seeking returns from funding payments, spot-perpetual basis convergence, or…

EquitiesFuturesArbitragePerpetual futures
Bitget Academy

The document surveys platform categories and supporting tools for high-frequency trading across equities, futures, options, and digital assets. It discusses broker and exchange APIs, software environments, market-data processing, and execution…

High-frequency tradingExecutionMarket microstructureRisk management
Bitget Academy

This guide explains how to estimate USD-to-MXN conversions and compare the actual costs of different providers. It distinguishes the mid-market reference rate from a retail rate that includes a spread, and notes that explicit fees can add further costs. Its…

ForexExecutionRisk management
Bitget Academy

The article offers a broad framework for comparing investment apps across traditional brokers, cryptocurrency exchanges, and hybrid platforms. It recommends matching platform features to an investor’s goals, then examining asset access, fees, regulatory…

Multi-assetCryptoEquitiesExecution
Bitget Academy

The document describes slot accounting for a platform’s private CFD copy trading projects. A copier occupies a slot after successfully joining through a referral link or password, and canceling the copy trade does not return that slot. Deleting a referral…

FuturesExecutionRisk management
Bitget Academy

The article describes Aster as a decentralized perpetual trading platform and outlines its airdrop eligibility, claim process, and reported post-launch activity and price performance. Its main focus is four ways users might seek trading or farming rewards:…

CryptoPerpetual futuresArbitrageExecution
Bitget Academy

The document describes Squid as infrastructure for swapping and bridging assets across blockchains. Its routing system connects exchanges, bridges, liquidity providers, and applications so a user can specify source and destination assets while the platform…

CryptoDeFiExecutionMarket microstructure
Bitget Academy

The article explains that leverage increases notional exposure relative to posted margin but does not improve a strategy’s ability to predict prices. As a result, ordinary adverse price moves affect account equity more sharply and can lead to margin pressure…

Risk managementPosition sizingVolatilityExecution
Bitget Academy

The article describes USDGO as a dollar-pegged stablecoin issued by Anchorage Digital Bank, with OSL Group responsible for branding and distribution and Solana as its network. It explains the stated issuance and reserve structure, monthly independent…

CryptoOn-chain dataExecution
Bitget Academy

The article describes WOO Network as a liquidity and execution ecosystem serving institutional and professional traders through centralized and decentralized products. WOO X is characterized as a centralized venue with deep liquidity and customizable…

CryptoMarket makingExecutionDeFi
Bitget Academy

The article compares sources for monitoring Mobileye shares, from official market and regulatory records to brokerages, news aggregators, and institutional terminals. It recommends matching the source to the task: official filings provide company…

EquitiesUS marketsExecutionStatistics
Bitget Academy

The article explains a macro-driven framework for interpreting dollar strength through relative yields. It links a reported rise in the 10-year Treasury yield after a jobs report to increased appeal for dollar-denominated assets, then applies the yield-gap…

ForexFixed incomeCarryEvent-driven