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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

3,298 documents

Bitget Academy

This guide explains how scheduled economic releases can change expectations and drive short-term price moves in CFDs. It discusses CPI, employment reports, policy rate decisions, GDP, retail sales, and PMI, linking them to forex, gold, stock indices, and…

Multi-assetEvent-drivenVolatilityRisk management
Bitget Academy

This guide explains a flexible crypto savings product that pays interest on subscribed balances while allowing users to redeem principal. It gives the estimate formula as subscription amount multiplied by APR and divided by 365, and describes both daily and…

CryptoCarryRisk managementSpot markets
Bitget Academy

The article explains how the Ordinals protocol lets users attach data to individual satoshis and how the BRC-20 convention uses inscriptions to mint and transfer fungible tokens on Bitcoin. It distinguishes this approach from Ethereum’s ERC-20 standard:…

CryptoOn-chain dataMarket microstructureRisk management
Bitget Academy

The article surveys stablecoin adoption, describing their use in crypto trading, decentralized finance, merchant payments, and settlement. It attributes rising attention and market growth partly to regulatory developments, particularly the European MiCA…

CryptoDeFiStatisticsUS markets
Bitget Academy

The article reviews prior Bitcoin halving cycles and argues that reduced new supply may support prices over time. It lists the price from each of the first three halvings to a later all-time high, while warning that the period around a halving may bring…

CryptoRisk managementPosition sizingStatistics
Bitget Academy

The article argues that major policy events can produce sharp moves in either direction, making spot-only holdings difficult to manage. It describes futures as a way to take short positions, express a directional view, or hedge a long-term spot allocation…

Event-drivenFuturesSpot marketsVolatility
Bitget Academy

The guide introduces stock ownership, dividends, IPOs, bull and bear markets, and market capitalization, then compares traditional brokerage access with products such as CFDs, tokenized contracts, and stock perpetuals. It outlines a beginner workflow: define…

EquitiesUS marketsExecutionRisk management
Bitget Academy

This guide explains peer-to-peer cryptocurrency trading through a platform marketplace. Sellers post advertisements with a price and payment terms; buyers select an offer and pay the seller through an agreed method, such as a bank transfer or e-wallet. The…

CryptoSpot marketsExecutionRisk management
Bitget Academy

The article describes Internet Computer (ICP), its role as the network’s utility and governance token, and features such as canister smart contracts, on-chain hosting, and a developer-funded resource model. Its market focus is a rally during broader crypto…

CryptoTechnical indicatorsBreakoutMomentum
Bitget Academy

The guide explains how traders can obtain Tesla price exposure using USDT-margined derivatives on a crypto platform. It distinguishes this exposure from buying TSLA shares: the instruments described are derivatives, so they do not confer voting rights or…

CryptoEquitiesFuturesPerpetual futures
Bitget Academy

The note presents a bullish technical setup for gold after a sharp correction from its January peak. It describes a recovery above short- and medium-term moving averages, a breakout through the $4,135–$4,158 resistance cluster, and consolidation above…

CommoditiesTechnical indicatorsBreakoutEvent-driven
Bitget Academy

The article profiles DegeCoin, a Solana meme token whose appeal is described as resting on online culture, community attention, and speculative momentum rather than a stated utility or roadmap. It says the token launched with a fixed supply fully in…

CryptoSentimentVolatility
Bitget Academy

The article describes Boom as a proposed data-incentive platform that links off-chain activities, such as gameplay and social engagement, to blockchain rewards. It outlines four intended areas: converting game activity into assets, valuing social engagement,…

CryptoDeFiOn-chain data
Bitget Academy

The article contrasts Bitcoin’s BRC-20 tokens, created using Ordinals inscriptions, with Ethereum’s ERC-20 tokens, which rely on smart contracts. It presents BRC-20’s inscription model as comparatively immutable and less subject to changes by token…

CryptoOn-chain dataSpot markets
Bitget Academy

This overview introduces three financial uses of blockchain. It frames Bitcoin as a scarce, non-sovereign asset with a fixed maximum supply and emphasizes its portability, divisibility, and verifiability. It describes stablecoins as tokens designed to track…

CryptoDeFiSpot marketsMarket microstructure
Bitget Academy

This overview describes HODL, a BNB Chain meme coin marketed around long-term holding and community participation. It outlines the project’s stated public distribution approach, token incentives, airdrops, and community giveaways. It also explains two…

CryptoSpot marketsDeFiRisk management
Bitget Academy

This weekly market recap links a broad crypto selloff to hotter-than-forecast U.S. inflation and uncertainty about the Federal Reserve’s next rate decision. It reports weekly declines for Bitcoin and Ethereum, notes Bitcoin’s price moving below cited…

CryptoEquitiesVolatilitySentiment
Bitget Academy

The guide follows a memecoin from creation to secondary-market trading. It describes Pump.fun’s no-code Solana launch process and bonding curve, where purchase activity raises the token price. It also explains a liquidity transition at a stated market-cap…

CryptoDeFiMarket microstructureExecution
Bitget Academy

The article explains a decentralized options platform focused on altcoins and outlines how its vaults, lending market, and automated market maker fit together. Basic Vaults sell out-of-the-money European cash-settled options to market makers, with parameters…

CryptoOptionsVolatilityDeFi
Bitget Academy

The document describes pre-market trading for Tomarket Points, a placeholder representation associated with the planned TOMA token. It says buyers and sellers can arrange trades before spot trading begins, with settlement available in coin or USDT. The…

CryptoSpot marketsExecutionMarket microstructure
Bitget Academy

The article argues that the crypto rally described is increasingly shaped by institutional participation, including spot exchange-traded funds and portfolio allocations, alongside familiar forces such as market sentiment and macroeconomic conditions. It…

CryptoMomentumSentimentPortfolio construction
Bitget Academy

The article compares centralized exchanges (CEXs), decentralized exchanges (DEXs), and a proposed hybrid model called universal exchanges. CEXs operate custodial accounts and typically match trades through off-chain order books, which the article associates…

CryptoDeFiExecutionMarket microstructure
Bitget Academy

The article introduces stablecoins as cryptocurrencies designed to maintain a relatively steady value, commonly by referencing fiat currencies, metals, other crypto assets, or an algorithm. It distinguishes reserve-backed issuance, where tokens correspond to…

CryptoDeFiRisk managementSpot markets
Bitget Academy

The article explains how decentralized exchanges use automated market makers (AMMs), focusing on constant product pools. In this model, the product of the two token balances is kept constant. A trade shifts those balances, changing the pool’s implied…

CryptoDeFiExecutionMarket microstructure