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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

12,303 documents

Bitget Academy

The article introduces Stronghold Token (SHX) as a utility token for Stronghold’s payment and financial services. It describes potential uses including transaction rewards, fee reductions, liquidity and lending programs, and governance. It says SHX operates…

CryptoDeFiSpot marketsVolatility
Bitget Academy

The document explains spot grid bots as automated systems that place buy and sell orders at preset intervals within a defined price range. It presents grid trading as most suitable for oscillating markets and urges traders to align the bot type, range,…

CryptoGrid tradingVolatilityRisk management
Bitget Academy

The article links the postponement of Pump.fun’s expected airdrop to falling token prices, large holder exits, weaker platform activity, and legal uncertainty. It describes reported transfers and sales by several investors, a decline relative to the private…

CryptoOn-chain dataSentimentVolatility
Bitget Academy

The document examines how conflict and negotiations involving Iran could affect crude oil through risks to shipping in the Strait of Hormuz, the Red Sea, and Bab el-Mandeb. It explains that restrictions or rerouting could raise insurance, freight, and…

CommoditiesEvent-drivenTechnical indicatorsBreakout
Bitget Academy

This weekly recap links softer US CPI and PPI readings to reduced expectations of a near-term Federal Reserve rate hike, dollar weakness, lower Treasury yields, and short-term support for equities. It contrasts that disinflationary signal with renewed Middle…

Multi-assetForexCommoditiesUS markets
Bitget Academy

The article examines Bitcoin’s narrow trading range in week 21 of 2023 after a strong rise from its November 2022 low. It interprets the compressed price action and unusually small weekly range as signs of reduced activity and indecision, despite volatility…

CryptoVolatilityBreakoutMarket microstructure
Bitget Academy

The document examines why strong technology company earnings and expanding capital expenditure may coexist with weak share prices. It presents four risks attributed to Nomura: cloud companies could curb spending, memory costs could constrain investment,…

EquitiesUS marketsVolatilityRisk management
Bitget Academy

The article considers how persistently elevated interest rates affect institutional trading and treasury decisions. It argues that higher funding costs, discount rates, margin needs, and collateral demands make capital efficiency more important. Rather than…

Multi-assetVolatilityRisk managementPortfolio construction
Bitget Academy

This article assesses Pi Coin's 2025 price decline and outlines factors that could shape its near-term direction. It combines chart observations, ecosystem updates, token supply changes, and sentiment. The technical discussion identifies a broad support and…

CryptoOn-chain dataTechnical indicatorsSentiment
Bitget Academy

The document explains common failure modes in spot grid trading and offers ways to adapt bot settings. A grid divides a price range into levels, buying at lower levels and selling at higher ones to capture repeated oscillations. The article emphasizes that…

CryptoSpot marketsGrid tradingVolatility
Bitget Academy

The document explains how a hawkish shift in Federal Reserve expectations can transmit across markets. It links a reported 12-basis-point rise in the two-year Treasury yield and increased pricing of a possible rate hike to a stronger dollar, weaker gold, and…

Multi-assetFixed incomeVolatilityRisk management
Bitget Academy

The document reviews SRP, the utility token of the Starpad NFT gaming and launchpad ecosystem. It describes a capped supply of 680 million tokens and a reported circulating supply of about 30.48 million, then traces a highly volatile history from its 2021…

CryptoTechnical indicatorsVolatilityRisk management
Bitget Academy

The article explains how attacks on tankers and risks to Middle East shipping routes can add a geopolitical premium to crude prices, even before physical supply is interrupted. It pairs this supply-side risk with possible changes in Chinese demand, global…

CommoditiesFuturesEvent-drivenVolatility
Bitget Academy

The article interprets a Federal Reserve decision to hold its policy rate in a stated range despite three committee members favoring a quarter-point increase. It presents the dissents, the chair’s emphasis on the 2% inflation objective, and a shift away from…

Fixed incomeEquitiesEvent-drivenVolatility
Bitget Academy

This weekly market recap covers a sharp decline across major cryptocurrencies, heavy Bitcoin long liquidations, exchange reserve movements, and two stablecoin depegs. It explains that forced liquidation follows a margin shortfall when a trader does not add…

CryptoPerpetual futuresRisk managementOn-chain data
Bitget Academy

The document explains why a displayed bid-ask spread alone is an incomplete measure of execution quality in MSTR futures. It recommends checking top-of-book size, nearby depth, slippage, and book stability, while accounting for funding costs and expected…

FuturesExecutionMarket microstructureVolatility
Bitget Academy

The article surveys tokens and projects it associates with Donald Trump or World Liberty Financial, including Official Trump, USD1, WLFI, Pyth, Dolomite, and Cronos. It distinguishes direct branding or ecosystem relationships from infrastructure and protocol…

CryptoVolatilitySentimentDeFi
Bitget Academy

The analysis presents a short-term bearish view on gold by combining macroeconomic catalysts with daily-chart observations. It argues that stronger-than-expected employment and persistent inflation may support expectations for tighter Federal Reserve policy,…

CommoditiesTechnical indicatorsEvent-drivenVolatility
Bitget Academy

The document defines HODL as a long-term crypto holding approach: investors keep assets through price declines because they expect the underlying technology or asset to gain value over time. It contrasts this conviction with FUD, which describes fear-driven…

CryptoSpot marketsVolatilityPosition sizing
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

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 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

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 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