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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
WonderTrader
14 documents
Alphalens
14 documents
backtesting.py
11 documents
Technical Analysis
9 documents
QTPyLib
8 documents
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

1,747 documents

Bitget Academy

The document describes auto-deleveraging (ADL) as an emergency futures risk mechanism used when an insurance fund cannot cover losses remaining after forced liquidation. A selected counterparty’s position may be partially or fully reduced to match the…

CryptoFuturesPerpetual futuresRisk management
Bitget Academy

The document introduces USDT-margined perpetual futures linked to tokenized stock indices, with examples tied to major US companies. It explains an account setup and trading workflow: fund a futures account, select a contract, choose leverage and margin…

EquitiesFuturesPerpetual futuresRisk management
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

Parcl is presented as a decentralized exchange for perpetual synthetic exposure to real estate markets. Rather than trading individual properties, users trade city indices based on measures such as median property price per area. The platform organizes each…

CryptoPerpetual futuresDerivatives pricingRisk management
Bitget Academy

The document explains Drift as a Solana-based decentralized exchange offering spot trading with margin, perpetual futures, borrowing and lending, and passive liquidity provision. It describes three sources of trade liquidity: short auctions where market…

CryptoPerpetual futuresMarket microstructureExecution
Bitget Academy

This exchange guide introduces USDT-margined futures, focusing on perpetual contracts, funding rates, margin terminology, and isolated versus cross margin. Its most useful trading details are the distinct liquidation conditions: isolated positions depend on…

CryptoFuturesPerpetual futuresRisk management
Bitget Academy

The article reports Bitcoin’s first move above $100,000 and describes possible contributors: demand for spot Bitcoin ETFs, corporate accumulation, and expectations for crypto-friendly U.S. policy after the presidential election. It places the rally in…

CryptoFuturesMomentumSentiment
Bitget Academy

The article reviews the early trading of Pump.fun’s PUMP token, describing a sharp post-launch rise followed by consolidation above its presale level. It cites spot and derivatives activity, including open interest, perpetual trading volume, and positive…

CryptoSpot marketsPerpetual futuresVolatility
Bitget Academy

The guide compares several routes for crypto holders seeking S&P 500 exposure without first withdrawing funds to a bank: tokenized ETF products, ETF or index perpetual futures, CFDs, and real ETF shares funded through a platform’s digital-asset process. It…

CryptoEquitiesFuturesPerpetual futures
Bitget Academy

The document explains how a unified margin account can use tokenized equities alongside crypto and stablecoins as collateral for derivatives positions. The exchange applies a haircut to each tokenized stock’s value before counting it as usable margin; the…

CryptoEquitiesFuturesRisk management
Bitget Academy

The article contrasts conventional futures, which expire and settle on set dates, with crypto perpetual futures, which have no expiry. Because perpetual contracts do not settle by converging with spot at expiration, the document explains that funding…

CryptoPerpetual futuresDerivatives pricingMarket microstructure
Bitget Academy

The article outlines the planned PUMP sale, including its stated timing, participation channels, transfer expectations, token supply allocations, and vesting schedule. It describes the token as a Solana ecosystem launch and notes that perpetual futures…

CryptoFuturesPerpetual futuresSentiment
Bitget Academy

The document explains liquidation in leveraged crypto trading: when losses erode the collateral supporting a position, an exchange may issue a margin call and then close the position if the trader does not add sufficient margin. It uses a simplified 10x…

CryptoPerpetual futuresRisk managementPosition sizing
Bitget Academy

The article introduces perpetual futures as contracts without a fixed expiration, in contrast with conventional futures that settle at a specified date. It says perpetual prices are linked to an underlying index based on spot prices and trading volume, and…

CryptoFuturesPerpetual futuresDerivatives pricing
Bitget Academy

This beginner guide contrasts Bitcoin’s scarce-supply, store-of-value narrative with Ethereum’s role as a programmable network, then surveys ways to gain exposure to both assets. It explains direct spot ownership and dollar-cost averaging through recurring…

CryptoSpot marketsPerpetual futuresRisk management
Bitget Academy

The article explains how to assess liquidity in SPCXUSDT, a USDT-margined perpetual contract linked to SpaceX shares. It distinguishes trading volume and open interest, which describe activity and outstanding positions, from order-book depth, which shows…

Perpetual futuresEquitiesExecutionMarket microstructure
Bitget Academy

The document explains three ways Bitget provides exposure to U.S. equities: direct shares and ETFs through Stock+, tokenized stock exposure through rTokens, and perpetual futures for leveraged long or short trades. It distinguishes the ownership rights,…

EquitiesCryptoPerpetual futuresDerivatives pricing
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 compares order book depth for MSFT, AMZN, AAPL, and META perpetual contracts across trading platforms during July 21–27, 2026. It measures liquidity within 5, 10, and 50 basis points of the touch, using quoted depth in USDT. The reported figures…

EquitiesPerpetual futuresExecutionMarket microstructure
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 article compares two crypto-based routes to pre-IPO company exposure. IPO Prime uses stablecoin subscriptions for tokens tied by contractual arrangements to selected companies’ economic performance. Allocation depends on each offering’s rules and demand,…

CryptoDerivatives pricingPerpetual futuresRisk management
Bitget Academy

The article surveys five Solana decentralized exchanges and describes how their designs suit different trading needs. Jupiter is presented as an aggregator that routes swaps across liquidity sources, while Raydium combines automated market making with…

CryptoDeFiExecutionMarket microstructure
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