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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

9,660 documents

Bitget Academy

This guide explains why continuous crypto trading creates both opportunities and risks for traders who hold positions while offline. It highlights overnight volatility, changing liquidity and spreads, funding costs, leverage-related liquidation risk, and…

CryptoPerpetual futuresRisk managementExecution
Bitget Academy

The document presents Tria as a self-custodial crypto finance platform combining a wallet, payment card, yield products, and cross-chain trading. Its BestPath routing engine is described as selecting routes across networks and liquidity sources for swaps,…

CryptoDeFiOn-chain dataExecution
Bitget Academy

The article compares trading access for tokenized U.S. stocks with conventional brokerage accounts. Traditional venues center on weekday exchange sessions, with pre-market, after-hours, or overnight access varying by broker, security, order type, and…

EquitiesCryptoUS marketsExecution
Bitget Academy

This guide explains common spot and futures order types and the execution trade-offs they create. A market order seeks immediate execution at the best available price, which may differ from the displayed price in volatile conditions. A limit order specifies…

CryptoExecutionMarket microstructureRisk management
Bitget Academy

This guide explains that a tokenized stock may track a share’s economic value, be backed by underlying securities, or use synthetic exposure, and that backing does not itself grant direct ownership or registered shareholder status. It uses Bitget Stocks 2.0…

EquitiesCryptoMarket microstructureExecution
Bitget Academy

This article explains how order book depth at increasing distances from the mid-price relates to execution costs. It defines 5, 10, and 50 basis point bands as nested regions of the book and explains that larger orders may consume liquidity farther from the…

ExecutionMarket microstructureHigh-frequency tradingRisk management
Bitget Academy

The article compares U.S. Bitcoin exchanges and wallet types for beginners, focusing on fees, security, regulatory coverage, custody, and learning resources. It describes comparing platforms such as Coinbase, Kraken, Binance.US, and Bitget, and distinguishes…

CryptoSpot marketsUS marketsRisk management
Bitget Academy

The article presents a practical framework for diagnosing futures grid bot behavior and matching settings to market conditions. It links low fill activity to range width or grid spacing, rapid margin use to leverage and range choices, poor trend performance…

FuturesGrid tradingRisk managementExecution
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 connects a rally in U.S. technology and semiconductor stocks with increased trading in rNVDA, a platform product linked to NVIDIA. It reports platform and product trading volumes alongside market moves, arguing that a broader rise in AI-related…

EquitiesMomentumSentimentExecution
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 article presents Sei as a Layer 1 network aimed at decentralized trading, highlighting parallel execution, fast finality, batch auction settlement, and low transaction fees as design features. It argues these mechanisms may address congestion and…

CryptoDeFiMarket microstructureExecution
Bitget Academy

The article describes collectible coins as a market where value combines precious-metal content with rarity, condition, provenance, and collector demand. It distinguishes bullion coins, whose prices mainly track metal markets, from numismatic coins, whose…

CommoditiesRisk managementExecutionPortfolio construction
Bitget Academy

The document explains PIX, Brazil’s instant payment system, as a fiat on-ramp and off-ramp for cryptocurrency accounts. It describes PIX identifiers such as tax numbers, phone numbers, email addresses, generated keys, and QR codes. The article also gives…

CryptoSpot marketsExecution
Bitget Academy

The article compares Bitcoin spot trading fees at Bitget, Binance, Coinbase, Bybit, and OKX. It explains maker fees for orders that add liquidity and taker fees for orders that execute immediately, then notes that an account’s effective rate can depend on…

CryptoSpot marketsExecutionMarket microstructure
Bitget Academy

The document outlines gold’s transition from monetary anchor to freely traded commodity and identifies safe-haven demand, dollar movements, and interest-rate expectations as price drivers. It cautions against buying solely on a price surge, and notes that…

CommoditiesVolatilityRisk managementExecution
Bitget Academy

The document describes Bitget’s rTokens, which represent exposure to stocks or ETFs, and explains how eligible tokens can remain held for potential dividends while contributing discounted collateral value to a cross-asset trading account. It gives the…

CryptoEquitiesFuturesRisk management
Bitget Academy

The article describes holding a tokenized stock, or rToken, while shorting a perpetual contract linked to the same underlying stock. For example, a long rNVDA position paired with a similar-notional short NVDA perpetual is intended to offset much of the…

EquitiesCryptoDerivatives pricingRisk 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 compares ways to trade oil and precious-metal products using stablecoin collateral. It describes perpetual contracts on a decentralized exchange, regulated futures access through a centralized venue, and commodity contracts for difference. The…

CommoditiesDerivatives pricingPerpetual futuresRisk management
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 futures liquidity through order-book depth, bid-ask spreads, and slippage. Deeper books and narrower spreads can make it easier to enter or exit positions with less price impact, while thin books may require large orders to trade across…

CryptoFuturesExecutionMarket microstructure
Bitget Academy

This guide explains how common futures orders behave and how their execution conditions affect price certainty, speed, and risk. Market orders seek immediate execution at available prices, so volatile conditions can produce slippage or partial fills. Limit…

FuturesExecutionMarket microstructureRisk management