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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

9,797 documents

Bitget Academy

The document outlines four ways to obtain S&P 500 exposure through a crypto exchange using USDT: tokenized ETFs, perpetual futures, index CFDs, and real ETF shares. It distinguishes them by whether they provide ownership, support leverage, permit short…

CryptoEquitiesFuturesRisk management
Bitget Academy

This overview explains how Federal Reserve rate decisions can affect US stock index CFDs through changes in borrowing costs, expected corporate earnings, capital flows, and investor risk appetite. It compares the likely sensitivity of the Nasdaq 100, S&P…

EquitiesFuturesEvent-drivenVolatility
Bitget Academy

The guide describes connecting a Bitget account to the Tiger.com desktop terminal using an API key, secret, and passphrase. It outlines creating an API key with spot and futures permissions, protecting its credentials, and entering them into the terminal.…

CryptoFuturesExecutionMarket microstructure
Bitget Academy

The document defines crypto spot trading as buying or selling an asset at current market prices, with settlement after orders are matched in a market with buyers, sellers, and an order book. It contrasts spot ownership with futures exposure: futures can use…

CryptoSpot marketsFuturesRisk management
Bitget Academy

The article recounts Bitget Token’s rise to new highs in 2023, connecting its price and market-cap gains with renewed accumulation, trading volume, liquidity, and Bitget’s expanding exchange activity. It cites market-cap snapshots, several price peaks,…

CryptoMomentumSpot marketsFutures
Bitget Academy

The document explains how to assess liquidity in a SpaceX-linked perpetual futures contract settled in USDT. It distinguishes trading volume from available liquidity and recommends checking the bid-ask spread, cumulative order-book depth, expected slippage,…

FuturesPerpetual futuresMarket microstructureExecution
Bitget Academy

The document explains a grid strategy applied to U.S. stock futures pairs through an automated trading bot. A trader sets upper and lower price bounds and divides the range into levels; the bot places repeated trades as price moves between them. The setup…

EquitiesFuturesGrid tradingArbitrage
Bitget Academy

This dated market bulletin summarizes crypto spot and futures conditions on August 4, 2022. It reports Bitcoin’s recent trading range and price alongside Ethereum and selected altcoin moves, names the day’s largest listed gainers and losers, and provides…

CryptoSpot marketsFuturesSentiment
Bitget Academy

The document compares three ways to access US stocks through Bitget: Stock+ for real shares and ETFs, tokenized stock exposure through rTokens, and USDT-margined stock perpetual futures. It outlines how each product works, describes account setup and funding…

EquitiesFuturesPerpetual futuresRisk management
Bitget Academy

The analysis attributes a weekly decline in Brent and WTI to two forces: expectations that Strait of Hormuz shipping and Persian Gulf exports could recover, and a more hawkish Federal Reserve outlook. It frames the move as a reduction in the probability of…

CommoditiesFuturesVolatility
Bitget Academy

The document outlines three ways to combine an NVDA spot stock token, rNVDA, with NVDA perpetual futures around an earnings announcement in a Unified Trading Account. A holder with a bullish long-term view can add a futures long for short-term upside, or…

EquitiesFuturesEvent-drivenRisk management
Bitget Academy

The guide explains a platform feature that lets users copy spot-grid or futures-grid bots run by other traders. A copier selects a bot, reviews displayed metrics such as return, profit and loss, drawdown, and copier count, then sets an investment amount. The…

CryptoGrid tradingExecutionRisk management
Bitget Academy

This market bulletin records a one-day snapshot of cryptocurrency spot prices and futures activity on December 6, 2022. It reports broad market capitalization and volume changes, Bitcoin and Ethereum price moves, selected altcoin gainers and losers, and the…

CryptoFuturesSpot marketsMarket microstructure
Bitget Academy

The article presents a bullish view of the Dow, linking its recent strength to improving technology-sector sentiment and anticipation of Federal Reserve meeting minutes. Its technical case cites an upward alignment in the Guppy Multiple Moving Average…

EquitiesUS marketsFuturesTrend following
Bitget Academy

The document explains commodity perpetual futures through three connected drivers: physical supply and demand, inventory levels, and macroeconomic cycles. It describes how disruptions, seasonal patterns, stock changes, economic growth, interest rates, the…

CommoditiesPerpetual futuresFuturesEvent-driven
Bitget Academy

This glossary explains core futures concepts, including long and short positions, leverage, initial and maintenance margin, mark price, funding, and realized versus unrealized profit and loss. It distinguishes USDT-margined and coin-margined contracts and…

FuturesPerpetual futuresExecutionRisk management
Bitget Academy

The article surveys XRP exchange-traded products, distinguishing U.S. futures-based ETFs from spot products described as available in Brazil and Europe. Futures ETFs obtain exposure through contracts or swaps, including leveraged and inverse structures,…

CryptoFuturesSpot marketsDerivatives pricing
Bitget Academy

This dated market bulletin reports cryptocurrency prices, trading activity, and derivatives positioning. For spot markets, it gives Bitcoin’s recent range and price, compares its daily move with Ethereum’s, and lists selected altcoin gainers and losers. It…

CryptoFuturesSpot marketsSentiment
Bitget Academy

This dated market bulletin summarizes spot prices, daily gainers and losers, total market capitalization, trading volume, and selected exchange token ranges. Its futures section reports aggregate open interest and volume, Bitcoin’s share of open interest,…

CryptoFuturesSpot marketsMarket microstructure
Bitget Academy

The document explains how a cryptocurrency derivatives exchange insurance fund can absorb losses when a forced liquidation executes beyond a position’s bankruptcy price. If liquidation executes at a better price, the remaining margin is added to the fund; if…

CryptoFuturesPerpetual futuresRisk management
Bitget Academy

This monthly review describes a broad crypto market rally in October 2023, highlighting Bitcoin’s advance and Solana’s stronger performance. It attributes Solana’s rise to factors including reduced concern about near-term FTX asset liquidations, a recovered…

CryptoMomentumSpot marketsFutures
Bitget Academy

The document explains the main factors behind forced liquidation in Bitget futures: maintenance margin, mark price, position size and tier, margin mode, fees, and funding. It describes a 100% maintenance-margin ratio as the stated trigger for liquidation or…

FuturesPerpetual futuresRisk managementPosition sizing
Bitget Academy

The document describes Bitget’s USDT-settled perpetual contracts tied to composite indices of tokenized U.S. stocks. Each index may combine tokens from multiple issuers, with components and weights adjusted for trading activity, liquidity, and exceptional…

EquitiesFuturesPerpetual futuresUS markets