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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

4,613 documents

Bitget Academy

This guide explains how Sharjah’s retail gold prices relate to global spot prices, currency conversion, purity, and jewelry making charges. It distinguishes common purity grades and outlines practical purchase considerations, including checking current…

CommoditiesRisk managementPosition sizing
Bitget Academy

This guide explains why a CFD lot is not a consistent measure of exposure across instruments. It recommends checking contract size, point value, notional value, margin, leverage, stop distance, and trading costs before entering a trade. Its central sizing…

Risk managementPosition sizingExecution
Bitget Academy

The document explains how Polygon staking works: MATIC holders delegate tokens to validators, which operate network nodes and participate in block production, transaction checks, and consensus. Rewards are described as proportional to the amount staked and…

CryptoOn-chain dataRisk managementPosition sizing
Bitget Academy

This beginner guide explains the S&P 500 as a basket of large US companies and compares long-term ETF investing with active exposure through CFDs or futures. It outlines basic CFD trade mechanics, including long and short positions, collateral, leverage, and…

EquitiesUS marketsFuturesRisk management
Bitget Academy

This guide introduces contracts for difference and outlines a practice workflow for opening, monitoring, and closing a demo position. It explains long and short direction, margin, leverage, take-profit and stop-loss orders, and the distinction between market…

FuturesForexRisk managementPosition sizing
Bitget Academy

This article profiles OFFICIAL TRUMP, a Solana meme coin promoted through Trump’s social media accounts. It describes the token’s stated cultural purpose, its connection to CIC Digital and Fight Fight Fight, and its supply structure: 200 million tokens…

CryptoSentimentVolatilityOn-chain data
Bitget Academy

The document explains futures hedging mode, which permits simultaneous long and short positions in the same asset. It contrasts this with one-way position handling and describes a possible use when a trader expects uncertain or range-bound conditions: gains…

CryptoFuturesRisk managementPosition sizing
Bitget Academy

The article explains crypto copy trading as a way for an account to automatically replicate trades made by a selected trader. It describes three approaches: copying every trade, choosing particular trades, or scaling copied positions in proportion to the…

CryptoExecutionRisk managementPosition sizing
Bitget Academy

The article outlines factors that may affect Eightco’s share price, combining company fundamentals, sector conditions, macroeconomic variables, technical indicators, and investor positioning. It recommends assessing earnings quality, revenue mix, margins,…

EquitiesTechnical indicatorsSentimentRisk 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 article explains factors that can move CRISPR Therapeutics shares, including clinical trial results, regulatory decisions, partnerships, competition, commercial uptake, and financing needs. It places the company’s price history alongside milestones such…

EquitiesUS marketsEvent-drivenRisk management
Bitget Academy

The article describes a proposed “TACO” pattern in crude oil: threatening policy or conflict headlines can lift prices, while signs of retreat or diplomatic progress may reverse that move. It applies this idea to US-Iran tensions and the Strait of Hormuz,…

CommoditiesEvent-drivenVolatilityRisk management
Bitget Academy

The document explains stock perpetual futures as contracts that track stock or index prices without giving the trader ownership of the underlying shares. It describes USDT as margin, contracts without a fixed expiry, and the possibility of trading outside…

EquitiesFuturesPerpetual futuresRisk management
Bitget Academy

The article explains how a mismatch between an investor’s time horizon and a trader’s behavior can lead to premature exits. Its example follows someone who expects an asset to rise over months but repeatedly checks short-term price changes, becomes stressed,…

Risk managementPosition sizing
Bitget Academy

The guide explains a CFD account model in which margin level is calculated by dividing equity, including unrealized profit and loss, by the margin allocated to open positions. It says liquidation is triggered when that level reaches the stated 50% threshold,…

ForexCommoditiesRisk managementPosition sizing
Bitget Academy

This explainer introduces margin trading as borrowing funds to take a larger market position than the trader’s own capital would permit. Leverage can magnify potential gains, but it also increases losses, and borrowed amounts and applicable fees remain…

CryptoRisk managementPosition sizing
Bitget Academy

The article explains how thin participation, overnight news, instrument-specific trading hours, and early price discovery can widen bid-ask spreads around the Asian market open. It describes the spread as an entry and exit cost, and connects widening spreads…

ExecutionMarket microstructureRisk managementPosition sizing
Bitget Academy

The article describes Vanguard’s stated reluctance to offer cryptocurrency products, attributing it to concerns about speculation, volatility, valuation, and regulatory uncertainty. It surveys alternatives for investors seeking both conventional securities…

CryptoPortfolio constructionRisk managementPosition sizing
Bitget Academy

The article explains how gold prices in Pakistan vary by purity, international spot prices, the rupee exchange rate, import charges, dealer premiums, and seasonal demand. It compares physical purchases and bank savings schemes with digital exposure through…

CommoditiesPortfolio constructionRisk managementPosition sizing
Bitget Academy

The document explains how a unified trading account pools eligible collateral across spot, margin, and several futures products. It describes account equity as the USD value of balances, frozen margin, and unrealized profit or loss, then defines a margin…

CryptoFuturesRisk managementPosition sizing
Bitget Academy

This overview explains cryptocurrency margin trading as borrowing funds or assets to take a larger position than a trader’s own capital would allow. Leverage can increase potential returns, but it also magnifies losses when prices move against the position.…

CryptoRisk managementPosition sizingSpot markets
Bitget Academy

This article discusses how trading psychology affects the use of spot grid, auto-invest, and futures grid bots. It recommends starting with limited capital, defining each bot’s purpose, and reviewing strategies on a schedule. For spot grids, it suggests…

CryptoGrid tradingRisk managementPosition sizing
Bitget Academy

The document explains contracts for difference as agreements that settle the price change between opening and closing a position, without transferring ownership of the referenced asset. Traders can take long positions when expecting a rise or short positions…

Derivatives pricingForexCommoditiesRisk management
Bitget Academy

The document explains that XAUUSD quotes the dollar price of an ounce of gold and that a CFD provides exposure to price changes without ownership or delivery of bullion. It describes the basic long and short directions, outlines how profit and loss depend on…

CommoditiesDerivatives pricingRisk managementPosition sizing