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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
Quantpedia
86 documents
TqSdk
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
Quantopian lectures
45 documents
Binance API docs
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

Bitget Academy

The document describes Bitget's TradFi service for trading forex CFDs through an MT5 environment, using USDT as margin rather than exchanging or holding the underlying currencies. It outlines account activation, funding, selecting a currency pair, choosing…

ForexDerivatives pricingExecutionRisk management
Bitget Academy

The article addresses common misconceptions about copy trading: that it guarantees profit, requires little ongoing attention, eliminates risk management, or removes a follower’s control. It describes copy trading as having another trader’s positions…

CryptoRisk managementPosition sizingPortfolio construction
Bitget Academy

The article introduces contracts for difference on indices such as the Nasdaq 100 and S&P 500 as an alternative to buying stocks or index funds. It explains that CFD traders can take long or short positions, including using a short position to hedge an…

EquitiesDerivatives pricingRisk managementPosition sizing
Bitget Academy

The article argues that traders should treat each position as an uncertain outcome rather than seek certainty or judge a decision solely by whether it wins. It recommends deciding in advance how much capital can be lost, accepting losing trades as part of…

Risk managementPosition sizingStatistics
Bitget Academy

The document introduces Jupiter as a Solana decentralized trading platform and describes its main tools. Jupiter Swap aggregates liquidity from Solana decentralized exchanges and automated market makers to execute token swaps. The article presents…

CryptoDeFiExecutionMarket microstructure
Bitget Academy

The article explains why copying another trader does not remove market risk. It identifies changing market regimes, unexpected events, strategy mismatch, and poor decision-making as reasons a copied strategy can lose. An illustrative breakout strategy…

Risk managementPosition sizingExecutionFutures
Bitget Academy

The document outlines the hardware and setup considerations for Bitcoin mining, then focuses on evaluating rented rigs. It identifies hash rate, energy efficiency, power draw, electricity rates, rental fees, provider reputation, contract terms, uptime, and…

CryptoPosition sizingRisk management
Bitget Academy

The guide defines coin sniping as attempting to buy a token when decentralized exchange liquidity first becomes available, often competing with automated bots for early execution. It contrasts this launch-focused approach with meme trading, where social…

CryptoDeFiOn-chain dataExecution
Bitget Academy

The article introduces Indian Energy Exchange, identifying its Indian listings and describing factors that may affect its shares, including power demand, regulation, weather, and earnings. It compares traditional brokerages that may offer direct exchange…

EquitiesRisk managementPosition sizingExecution
Bitget Academy

The article presents common risks for people new to cryptocurrency: investing without understanding the asset or market, making decisions under emotional pressure, chasing tokens after rapid publicity-driven rises, and trading actively without experience. It…

CryptoRisk managementPosition sizingSpot markets
Bitget Academy

The document explains how eligible rTSLA, a token linked to Tesla stock, may be pledged on Bitget to borrow stablecoins such as USDT or USDC. It describes loan-to-value (LTV) as debt divided by collateral value, gives published initial, margin-call, and…

CryptoEquitiesRisk managementPosition sizing
Bitget Academy

The document explains that Bitget CFD orders are routed to external liquidity providers and filled at available prices when execution occurs. It distinguishes the displayed or trigger price from the final average fill and defines positive slippage as a…

ExecutionMarket microstructureRisk managementPosition sizing
Bitget Academy

The document explains two ways to manage positions in a futures contract. Hedging mode permits simultaneous long and short positions in the same pair; one-way mode nets activity into a single direction. It illustrates how long and short quantities can…

FuturesRisk managementPosition sizingExecution
Bitget Academy

This beginner guide frames CFD selection as a suitability question. It asks whether a trader wants to speculate on short to medium term price changes or own assets for the long term, and discusses the ability to trade both rising and falling markets across…

Risk managementPosition sizingForexCommodities
Bitget Academy

The document explains the Martingale approach, in which a trader increases position size after each loss in an effort to recoup accumulated losses when a winning trade arrives. It describes the method as simple to apply and potentially suited to range-bound…

CryptoMean reversionPosition sizingRisk management
Bitget Academy

The document outlines a centralized crypto loan in which a borrower pledges one token as collateral and borrows another. It highlights fixed-term interest rates, a simplified borrowing process, no on-chain gas fees, and the ability to use borrowed assets…

CryptoRisk managementPosition sizingDeFi
Bitget Academy

This guide explains how to connect a TradingView strategy to Bitget’s USDT-margined perpetual futures bot using alerts and webhooks. Users create a signal, configure a strategy and alert with Bitget’s message template and webhook URL, then create a bot with…

CryptoFuturesPerpetual futuresExecution
Bitget Academy

This beginner guide presents portfolio preservation as the priority during market declines across traditional markets and DeFi. It recommends diversifying across asset classes, sectors, blockchains, and protocols, while recognizing that relationships between…

Risk managementPortfolio constructionPosition sizingCrypto
Bitget Academy

The document explains how a trader might use QQQ futures to reduce broad Nasdaq and technology exposure. It recommends estimating portfolio sensitivity, choosing a hedge ratio, comparing intended size with live order book depth, selecting an execution…

FuturesEquitiesRisk managementPosition sizing
Bitget Academy

The article argues that traders should treat losses as a normal possibility and plan for them before entering a position. It cautions that seeking confirmation from news, commentators, or indicators can create false confidence because market outcomes remain…

Risk managementPosition sizing
Bitget Academy

The article describes Bank of America’s reported guidance for eligible wealth-management clients to consider allocating 1% to 4% of a portfolio to digital assets, with the range aimed at clients comfortable with higher volatility. It also reports planned…

CryptoPortfolio constructionPosition sizingSpot markets
Bitget Academy

The document explains commodity perpetual futures settled and margined in USDT, using oil, Brent oil, and natural gas as examples. It describes how these contracts provide price exposure without expiry or physical delivery, and outlines the trading workflow:…

CommoditiesFuturesPerpetual futuresRisk management
Bitget Academy

WEN is presented as a Solana memecoin created by turning a community poem into a fractionalized NFT, then distributing tokens through Jupiter’s LFG launchpad. The article describes its airdrop, token supply and burn, DAO, and connection to the Jupiter…

CryptoSentimentOn-chain dataRisk management
Bitget Academy

This operational guide explains how traders can manage futures orders and positions on an exchange. It covers editing take profit and stop loss settings, setting them alongside trigger or limit orders, canceling orders in groups, and using maker-only,…

CryptoFuturesExecutionRisk management