Skip to content

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

This weekly recap links weak U.S. employment data and persistent inflation to uncertainty about Federal Reserve policy. It argues that the combination pressured the dollar, while conflict and shipping risks in the Middle East raised crude oil prices and…

Multi-assetForexCommoditiesFixed income
Bitget Academy

This market note interprets Bitcoin’s subdued price action in the week of August 2023 as a possible setup for a volatility expansion. It describes a recent pattern of narrowing, stagnant movement and cites a roughly 6% rise within hours on August 8 as an…

CryptoVolatilityBreakoutTechnical indicators
Bitget Academy

The guide contrasts two automated spot approaches. A grid bot places buys and sells across a chosen price range to capture repeated fluctuations, making it most suited to sideways or choppy markets. Users can select token or stablecoin balances, while an AI…

CryptoSpot marketsGrid tradingMean reversion
Bitget Academy

The article explains how a gamma squeeze can intensify a short squeeze. It first introduces call options as contracts giving buyers the right, but not the obligation, to buy an asset at a set price before expiry. An example illustrates how a buyer’s upside…

OptionsDerivatives pricingVolatilityRisk management
Bitget Academy

This overview explains how Federal Reserve rate decisions can affect US stock index CFDs through changes in borrowing costs, expected corporate earnings, capital flows, and investor risk appetite. It compares the likely sensitivity of the Nasdaq 100, S&P…

EquitiesFuturesEvent-drivenVolatility
Bitget Academy

The article discusses how conflicting signals from military action and nuclear negotiations may drive rapid changes in risk appetite. It maps possible reactions across crude oil, US equity indices, gold, and the Japanese yen. It suggests that escalation or…

Event-drivenCommoditiesEquitiesForex
Bitget Academy

The article assesses whether gold could reach $5,000 in 2026 by laying out forces that may support or restrain prices. Its bullish case centers on lower expected real interest rates, persistent inflation and government debt concerns, central-bank purchases,…

CommoditiesVolatilityRisk management
Bitget Academy

The article describes Popcat as a Solana-based meme coin whose price is driven chiefly by online attention and community activity rather than a stated conventional business use. It reviews a rapid rise followed by a steep retreat and links broader meme-token…

CryptoSentimentVolatility
Bitget Academy

This weekly market review links resilient U.S. economic data and hawkish Federal Reserve expectations to higher Treasury yields, while geopolitical threats to energy transport drove sharp reversals in oil. It compares technology-led strength in NAS100 with…

Multi-assetFixed incomeEquitiesCommodities
Bitget Academy

The article frames an FOMC meeting under a new chair as a catalyst for uncertainty, emphasizing tension between political calls for rate cuts and inflation data described as elevated. It cites inflation readings, committee dissent, and market expectations…

Multi-assetEvent-drivenVolatilityForex
Bitget Academy

The document describes League of Kingdoms’ rebrand to Arena-Z and the conversion of LOKA into A2Z at a 1:20 token ratio. It presents A2Z as the proposed utility and governance token for a multi-game ecosystem, with uses including in-game purchases, staking,…

CryptoSentimentVolatility
Bitget Academy

The article explains a Bitcoin rally through three connected factors: elevated government bond yields that had weighed on risk assets, Treasury bond buybacks that reportedly eased long-term yields, and forced buying as leveraged short positions were…

CryptoFixed incomeMomentumVolatility
Bitget Academy

The article frames Brent crude as a contest between supply disruption risks from Middle East conflict and a possible price reversal if diplomacy reduces the geopolitical risk premium. It describes a TACO Index attributed to a consulting firm, said to combine…

CommoditiesTechnical indicatorsBreakoutTrend following
Bitget Academy

The analysis attributes a weekly decline in Brent and WTI to two forces: expectations that Strait of Hormuz shipping and Persian Gulf exports could recover, and a more hawkish Federal Reserve outlook. It frames the move as a reduction in the probability of…

CommoditiesFuturesVolatility
Bitget Academy

The article explains how a Bitcoin mining company’s share price can respond to Bitcoin prices, mining difficulty, hashrate investment, and operational changes. It also distinguishes London-listed shares from US depositary receipts and notes that exchange…

CryptoEquitiesVolatilityRisk management
Bitget Academy

This recap describes Bitcoin’s downturn in 2022 and connects price declines with broader events: the Terra collapse, the FTX failure, and tightening financial conditions. It characterizes Bitcoin as moving through sharp declines followed by quieter,…

CryptoVolatilityEvent-driven
Bitget Academy

The article interprets a Federal Reserve statement as hawkish, emphasizing inflation concerns, less explicit forward guidance, and confidence in economic activity. It argues that reduced signaling could make markets more responsive to economic releases and…

VolatilityTechnical indicatorsExecutionEquities
Bitget Academy

The article describes Magma Finance as a Sui-based decentralized exchange using discrete price bins and an adaptive liquidity market maker. Its proposed system reallocates liquidity through an off-chain AI engine, adjusts swap fees with volatility, and…

CryptoDeFiMarket makingExecution
Bitget Academy

The document presents five U.S. equity ETFs as potential long-term core holdings and contrasts their exposures. It describes broad index funds tracking the Nasdaq-100 or S&P 500, as well as dividend-focused funds and an income-oriented Nasdaq fund that uses…

EquitiesOptionsVolatilityPortfolio construction
Bitget Academy

The article discusses possible influences on PAWS valuation through 2030, including a reported move from TON to Solana, exchange listings, adoption, regulatory changes, economic conditions, and security risks. It outlines a forecasting approach that combines…

CryptoTechnical indicatorsSentimentVolatility
Bitget Academy

The article explains how CPI, especially monthly core CPI, informs expectations for Federal Reserve policy. It contrasts headline inflation, which can be lifted by energy prices, with core inflation as a gauge of persistent price pressure. Strong payroll…

StatisticsEvent-drivenVolatilityUS markets
Bitget Academy

This article examines Pi Coin ahead of the network’s Pi2Day event, linking its recent price swings to community expectations, limited exchange presence, and speculation about listings, product updates, and generative AI. It describes a rally from the low…

CryptoVolatilityEvent-drivenSentiment
Bitget Academy

The document explains Bollinger Bands as a moving average surrounded by upper and lower bands set at two standard deviations, then focuses on changes in band width as a view of volatility. Narrowing bands indicate a period of contraction that the tutorial…

Technical indicatorsVolatilityBreakoutTrend following
Bitget Academy

This retrospective market overview identifies themes the author expected to shape crypto in the second half of 2023. It discusses layer-two and layer-three scaling, decentralized applications, and DeFi as possible sources of adoption and investment activity.…

CryptoDeFiSentimentVolatility