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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 argues that suspending the U.S. debt limit had limited direct market impact, while Federal Reserve policy and crypto regulation posed broader concerns. It explains quantitative easing and tightening as changes in liquidity that can alter…

CryptoFixed incomeUS marketsChina markets
Bitget Academy

The document introduces staking as committing cryptocurrency to help validate transactions on proof-of-stake networks. It explains that validators contribute to network security and may receive newly issued tokens or transaction-related rewards. It compares…

CryptoRisk managementDeFi
Bitget Academy

The article frames XRP’s outlook around regulatory decisions, possible approval of a spot ETF, and adoption of Ripple’s RLUSD stablecoin and tokenization projects. It reports recent price volatility and a trading range, cites prediction-market expectations…

CryptoTechnical indicatorsSentimentEvent-driven
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

This article examines Nebius Group’s Q3 2025 results alongside its multiyear AI infrastructure agreements with Meta and Microsoft. It contrasts reported revenue growth with a larger net loss, a sharp rise in capital expenditures, and an announced…

EquitiesUS marketsRisk managementSentiment
Bitget Academy

This article surveys five approaches to Bitcoin valuation: mining production cost, stock-to-flow scarcity, Metcalfe-style network effects, total addressable market comparisons, and market value to realized value (MVRV). It explains the inputs and…

CryptoOn-chain dataStatisticsRisk management
Bitget Academy

This article describes MOTHER, a Solana meme coin launched by musician Iggy Azalea after she publicly disavowed an earlier token using her name. It presents the project as community-driven, without venture capital backing, and says the token has no specific…

CryptoSentimentOn-chain dataSpot markets
Bitget Academy

The guide explains how mining calculators estimate returns from inputs such as miner hashrate, power use, electricity costs, Bitcoin price, network difficulty, and pool or maintenance fees. It distinguishes solo mining, where rewards are irregular and…

CryptoRisk managementStatistics
Bitget Academy

This account describes Piggycell, a South Korean power-bank rental business that launched the PIGGY token for blockchain-based rewards tied to its physical network. It reports that on December 5, 2025, one wallet minted and quickly sold a large batch of…

CryptoOn-chain dataMarket microstructureRisk management
Bitget Academy

The article separates three properties of tokenized stocks: asset backing, price tracking, and market depth. It describes Bitget rTokens as designed to represent one-to-one economic exposure to U.S. stocks or ETFs held through brokerage and custody…

EquitiesCryptoMarket microstructureExecution
Bitget Academy

The article surveys XRP exchange-traded products, distinguishing U.S. futures-based ETFs from spot products described as available in Brazil and Europe. Futures ETFs obtain exposure through contracts or swaps, including leveraged and inverse structures,…

CryptoFuturesSpot marketsDerivatives pricing
Bitget Academy

The document explains Kusama’s nominated proof-of-stake system, in which KSM holders nominate validators and share in staking rewards. Validators are selected based on stake backing and perform network duties; nominators are expected to select candidates and…

CryptoRisk management
Bitget Academy

The article explains how leverage can increase liquidation risk while also allowing a trader to size a position using only the funds held at one venue. Its examples start with a total portfolio of $20,000, with $5,000 at the exchange, and a chosen maximum…

CryptoRisk managementPosition sizing
Bitget Academy

This dated market bulletin reports cryptocurrency prices, trading activity, and derivatives positioning. For spot markets, it gives Bitcoin’s recent range and price, compares its daily move with Ethereum’s, and lists selected altcoin gainers and losers. It…

CryptoFuturesSpot marketsSentiment
Bitget Academy

This dated market bulletin summarizes spot prices, daily gainers and losers, total market capitalization, trading volume, and selected exchange token ranges. Its futures section reports aggregate open interest and volume, Bitcoin’s share of open interest,…

CryptoFuturesSpot marketsMarket microstructure
Bitget Academy

The article profiles Kevin Warsh, a former Federal Reserve governor presented as a potential successor to Jerome Powell. It describes his background, his support for emergency liquidity measures during the financial crisis, and later skepticism toward…

CryptoFixed incomeRisk managementUS markets
Bitget Academy

The article presents a framework for judging cryptocurrency information by source type and verification quality. It recommends prioritizing regulatory disclosures and established financial journalism, while checking ownership ties, business incentives,…

CryptoOn-chain dataSentimentRisk management
Bitget Academy

The document explains how a cryptocurrency derivatives exchange insurance fund can absorb losses when a forced liquidation executes beyond a position’s bankruptcy price. If liquidation executes at a better price, the remaining margin is added to the fund; if…

CryptoFuturesPerpetual futuresRisk management
Bitget Academy

The article explains CyberConnect as a blockchain-based social graph protocol intended to make identity, content, and relationships portable across Web3 platforms. Its components include Cyber profiles that associate on-chain activity with an identity, a…

CryptoOn-chain dataDeFiRisk management
Bitget Academy

The article describes Rexas Finance as a blockchain ecosystem for representing real-world assets, including property, art, commodities, and bonds, with digital tokens. It outlines fractional ownership and trading, no-code token creation, DeFi features such…

CryptoOn-chain dataDeFiCommodities
Bitget Academy

The article reviews Snowflake’s earnings-driven share price jump, connecting the reaction to revenue and adjusted earnings above consensus, higher product revenue guidance, and management’s account of AI-related demand. It argues that sustained platform…

EquitiesUS marketsBreakoutMomentum
Bitget Academy

This monthly review describes a broad crypto market rally in October 2023, highlighting Bitcoin’s advance and Solana’s stronger performance. It attributes Solana’s rise to factors including reduced concern about near-term FTX asset liquidations, a recovered…

CryptoMomentumSpot marketsFutures
Bitget Academy

Rockstar Games is a privately held label within publicly traded Take-Two Interactive, so the document explains that TTWO shares are the public-market route to exposure to Rockstar’s franchises. It describes Take-Two’s other publishing labels and notes that…

EquitiesEvent-drivenRisk managementCrypto