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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
QuantRocket
7 documents
Lumibot strategies
7 documents
Awesome Quant
1 documents

Search the library

3,298 documents

Bitget Academy

The article interprets June FOMC minutes as signaling renewed concern about inflation despite an unchanged policy rate. It highlights disagreement among policymakers about future rates, describes a shift toward data-dependent communication, and identifies…

Multi-assetForexCommoditiesEquities
Bitget Academy

The document explains crypto exchange-traded funds as a way to gain market exposure through shares traded on conventional exchanges. It distinguishes physically backed funds, which hold cryptocurrency, synthetic funds that use derivatives such as futures,…

CryptoFuturesEquitiesRisk management
Bitget Academy

The article explains how emotions and social behavior can shape trading decisions. It discusses fear and greed, herd mentality, fear of missing out, and pressure from constant market news and social media. It also warns that misinformation can trigger sharp…

CryptoSentimentRisk management
Bitget Academy

The guide compares three routes to gold exposure using USDT: spot tokens backed by physical gold, leveraged derivatives such as CFDs or perpetual futures, and physical bullion purchased from dealers. It associates tokenized gold with longer-term holding or…

CommoditiesCryptoFuturesSpot markets
Bitget Academy

The document reports that Bitcoin reached a record price above $93,000 on November 13, 2024, as U.S. market activity picked up. It points to a high Coinbase Premium Index reading, strong spot cumulative volume delta, and heavy early trading in BlackRock’s…

CryptoSpot marketsFuturesMarket microstructure
Bitget Academy

The document introduces Atomicals, a protocol for creating ARC-20 fungible tokens on Bitcoin. It describes tokens as linked to satoshis, with each token unit represented by a satoshi, and identifies ATOMARC as the first demonstration token. It outlines two…

CryptoOn-chain dataSpot markets
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

This guide describes ways to gain exposure to Apple shares, including direct and fractional ownership, ETFs, and options. It walks through choosing a brokerage, opening and funding an account, and placing market, limit, stop, or stop-limit orders. It…

EquitiesUS marketsExecutionPosition sizing
Bitget Academy

The guide explains how take-profit and stop-loss orders close an existing futures position when a chosen trigger price is reached. Traders can use the last traded price or mark price as the trigger: the last price reflects immediate trading activity but may…

FuturesRisk managementExecutionVolatility
Bitget Academy

The article presents nine measures for judging U.S. equity valuations: Shiller CAPE, price-to-sales, price-to-book, Tobin’s Q, the market-capitalization-to-GDP ratio, household equity allocation, the S&P 500 relative to M2, forward P/E, and dividend yield.…

EquitiesUS marketsStatisticsRisk management
Bitget Academy

The article introduces USD Coin as a dollar-pegged stablecoin and explains its basic reserve and token-supply mechanism. It describes minting when users purchase tokens with fiat and burning tokens when they redeem them, with reserve assets intended to…

CryptoSpot marketsDeFiRisk management
Bitget Academy

The article surveys how investors in Dubai and the UAE can gain exposure to gold through physical bullion, bank accumulation plans, vault services, tokenized products, ETFs, and derivatives. It describes local prices as linked to international benchmarks,…

CommoditiesPortfolio constructionRisk management
Bitget Academy

The article compares cryptocurrency tracking services using asset and exchange coverage, update intervals, historical depth, interface design, API limits, and specialized features. It explains how exchange aggregation and volume-weighted prices can make…

CryptoMarket microstructureExecution
Bitget Academy

This short introduction names technical and fundamental analysis as different approaches, then describes three common price-based indicators. A simple moving average is presented as a way to identify potential support and resistance areas that traders may…

Technical indicatorsTrend followingCrypto
Bitget Academy

The article explains how a Federal Reserve rate increase and the rejection of firm forward guidance can affect market expectations. It links elevated inflation, resilient growth and employment, and geopolitical risks to the policy decision, while stressing…

Multi-assetEvent-drivenVolatilityRisk management
Bitget Academy

The document describes De.Fi, a crypto security platform that scans smart contracts across multiple blockchains. It outlines automated checks for contract weaknesses, a security score intended as a quick assessment, and similarity comparisons that let users…

CryptoDeFiOn-chain dataRisk management
Bitget Academy

The document describes TWM.one, a desktop platform connected to Bitget, and its workflow for chart-based order entry, trade simulation, custom indicators and strategies, performance review, and parameter optimization. It identifies features such as equity…

CryptoBacktestingExecutionRisk management
Bitget Academy

The document introduces ALEX as a Bitcoin-focused DeFi protocol connected to the Stacks layer 2 ecosystem and assets such as BRC-20 tokens. It describes several components: an oracle that combines on-chain and off-chain information for price indices; bridges…

CryptoDeFiMarket microstructureExecution
Bitget Academy

The article explains that the UAE price of a one-ounce gold bar follows the global spot price converted to dirhams, with local premiums and currency conditions affecting the buyer’s cost. It describes the bar’s appeal in terms of liquidity, portability, and…

CommoditiesSpot marketsPortfolio construction
Bitget Academy

The document explains how layer-2 networks add infrastructure above a base blockchain to ease transaction throughput and fee constraints, while layer-3 systems are described as connecting multiple chains for horizontal scaling and interoperability. It…

CryptoDeFiOn-chain data
Bitget Academy

The document introduces zkSync Era as an Ethereum layer-2 network that batches transactions and uses zero-knowledge validity proofs to verify them on Ethereum. It describes a design in which funds remain on-chain while computation and data storage occur…

CryptoDeFiOn-chain data
Bitget Academy

The article explains how token presales work: participants send crypto to a project address before launch in exchange for a promised future token allocation. It uses the Solana-based Slothana offering to illustrate a contribution-to-airdrop arrangement…

CryptoOn-chain dataSentimentRisk management
Bitget Academy

The article reviews institutional and individual forecasts for Bitcoin, explaining how several valuation frameworks are used to support price targets ranging from six figures to millions of dollars. It describes stock-to-flow scarcity after halvings, network…

CryptoStatisticsSentimentOn-chain data
Bitget Academy

The document introduces NERO as an EVM compatible Layer 1 designed around application level fee flexibility. Its described features include accepting gas payments in different tokens, sponsored transactions through account abstraction, revenue sharing with…

CryptoDeFiOn-chain data