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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

1,747 documents

Bitget Academy

The document compares spread betting and contracts for difference, describing their cash-settled exposure, leverage, margin requirements, and different tax treatment in some jurisdictions. It breaks down broker costs such as bid-ask spreads, commissions,…

Multi-assetDerivatives pricingExecutionRisk management
Bitget Academy

The article argues that a sharp Bitcoin decline may represent a bull-market correction rather than a systemic bear market. It compares the current selloff with the 2022 industry failures and earlier bull-market drawdowns, then considers market structure,…

CryptoOn-chain dataSentimentTechnical indicators
Bitget Academy

The document explains why traders placing medium-sized orders should assess order-book liquidity across a wider band around the mid-price, rather than relying only on the best quote or a narrower depth measure. It argues that a large order can consume nearby…

CryptoPerpetual futuresExecutionMarket microstructure
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 compares three ways to access U.S. stock markets through Bitget: direct stock and ETF trading, tokenized stock-linked assets, and USDT-margined perpetual futures. It explains that direct shares may carry ownership-related benefits, tokenized…

EquitiesFuturesPerpetual futuresMulti-asset
Bitget Academy

The article frames a crypto crisis as a loss of confidence that can spread from hacks, stablecoin problems, regulatory changes, or falling speculative demand into withdrawals, platform distress, liquidations, and broader price declines. It describes a 2025…

CryptoVolatilityPerpetual futuresRisk management
Bitget Academy

The article introduces Avantis as a Base-based decentralized perpetual trading protocol using a shared USDC liquidity vault. It describes support for crypto and selected real-world asset markets, leverage, liquidity-provider risk tranches, and AVNT’s roles…

CryptoPerpetual futuresDeFiDerivatives pricing
Bitget Academy

This article explains how institutional traders can assess liquidity in tokenized stock perpetual futures. It distinguishes headline volume and a narrow bid–ask spread from executable depth at several distances from the mid-price. Depth at 5, 10, and 50…

CryptoEquitiesPerpetual futuresExecution
Bitget Academy

The article examines Bitcoin’s reported decline after U.S. and Israeli strikes on Iran, describing a rapid risk-off move and a wave of leveraged-position liquidations. It points to negative perpetual-futures funding, falling open interest, and higher implied…

CryptoVolatilityPerpetual futuresOptions
Bitget Academy

The article explains crypto futures as leveraged contracts that allow traders to take long or short exposure without owning the underlying cryptocurrency. It distinguishes perpetual contracts, which use funding rates and have no expiration, from dated…

CryptoFuturesPerpetual futuresExecution
Bitget Academy

The article compares three ways to access US stock exposure through a crypto platform using stablecoin funding: tokenized stock products, stock perpetual futures, and products that settle into actual shares. It distinguishes their economic exposure:…

EquitiesCryptoSpot marketsPerpetual futures
Bitget Academy

The document introduces BGHOT10, a USDT-settled perpetual index futures contract made up of cryptocurrencies selected by Bitget. It says the index reflects market weights and selects coins for investor attention, trading volume, and perceived long-term…

CryptoFuturesPerpetual futuresPortfolio construction
Bitget Academy

The article explains how traders can take bearish exposure to Apple through AAPLUSDT, a USDT-settled perpetual futures contract. It distinguishes this product from tokenized Apple exposure, which is presented as spot-style access rather than a shorting…

EquitiesFuturesPerpetual futuresRisk management
Bitget Academy

The document explains auto-deleveraging as a futures-market risk control that can activate when an insurance fund for a coin is depleted and liquidation losses remain uncovered. The exchange then reduces selected counterparties’ positions to help cover the…

CryptoFuturesRisk managementPerpetual futures
Bitget Academy

The article describes stock perpetual futures as a way to trade price exposure beyond regular exchange hours. It explains how periodic funding payments between long and short holders are intended to keep a contract near its underlying stock index, and…

EquitiesPerpetual futuresMarket microstructureExecution
Bitget Academy

The article describes trading perpetual futures linked to U.S. stocks, including the ability to take long or short positions, use USDT collateral, and trade around the clock. Its practical guidance emphasizes choosing leverage to match risk tolerance,…

EquitiesFuturesPerpetual futuresRisk management
Bitget Academy

The document explains Vertex, an Arbitrum-based decentralized exchange that combines an on-chain automated market maker and risk engine with an off-chain sequencer for order matching. It describes the design as a way to pair self-custody and on-chain…

CryptoDeFiPerpetual futuresSpot markets
Bitget Academy

The document describes USDC as a dollar-pegged stablecoin introduced in 2018, with reserves held at regulated institutions and independent reserve attestations. It outlines reported compliance approaches in the United States, under the European Union’s MiCA…

CryptoSpot marketsFuturesPerpetual futures
Bitget Academy

The document introduces cryptocurrency perpetual swaps as derivatives that let traders take long or short exposure without a contract expiration. Unlike dated futures, perpetuals do not naturally converge with spot through settlement, so exchanges use…

CryptoPerpetual futuresDerivatives pricingFutures
Bitget Academy

This beginner guide explains the lifecycle and vocabulary of stablecoin-margined perpetual futures. It distinguishes long and short positions, leverage, opening and maintenance margin, position value, funding, and realized versus unrealized profit and loss.…

CryptoFuturesPerpetual futuresRisk management
Bitget Academy

The document reviews Bitcoin’s fourth halving, when the block subsidy fell from 6.25 BTC to 3.125 BTC. It explains why this change can squeeze less efficient miners and increase the importance of transaction fees, while noting that mining responses may…

CryptoOn-chain dataEvent-drivenSentiment
Bitget Academy

The article explains USDe as a synthetic dollar backed by crypto collateral paired with short perpetual futures positions. In principle, gains or losses on collateral are offset by the derivatives hedge, while arbitrage between minting, redemption, and…

CryptoDerivatives pricingPerpetual futuresDeFi
Bitget Academy

The guide explains three different ways the platform described offers Apple price exposure: real shares through a securities account, tokenized stock exposure, and leveraged perpetual futures. It distinguishes ownership of shares from economic exposure…

EquitiesSpot marketsPerpetual futuresRisk management
Bitget Academy

The article describes Superp, an on-chain derivatives platform focused on meme coins and other crypto assets. Its products include Meme Perps, which support long and short trades with stated leverage of 3x to 10x, and Super Perps, which the article says can…

CryptoPerpetual futuresDerivatives pricingOn-chain data