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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

3,298 documents

Bitget Academy

The article describes TREAT as a proposed utility and governance token within the Shiba Inu ecosystem. It outlines intended roles in SHIB Pay, an on-chain payment system, and WOOF Wars: Farming 2.0, where vote-escrowed TREAT is described as enabling gauge…

CryptoDeFiSpot marketsOn-chain data
Bitget Academy

This dated market bulletin records broad crypto market capitalization, trading volumes, a fear-and-greed reading, selected spot prices, leading daily gainers, and Bitcoin futures indicators. The futures section includes open interest, its share attributed to…

CryptoFuturesSpot marketsSentiment
Bitget Academy

The article describes Numerai’s approach to equity trading: data scientists submit machine-learning forecasts in weekly tournaments, stake Numeraire (NMR) behind their predictions, and can earn rewards or lose part of their stake based on performance.…

CryptoEquitiesMachine learningEvent-driven
Bitget Academy

The document explains how stock perpetual contracts can provide exposure to U.S. equities outside regular exchange hours, including weekends and holidays. It contrasts continuous contract trading with the limited schedule of traditional stock markets and…

EquitiesPerpetual futuresEvent-drivenRisk management
Bitget Academy

The article explains that Bitcoin halvings cut the block reward, reducing the flow of newly issued coins. Because the schedule is predetermined, it argues that traders may adjust positions before the event rather than wait for the halving date. It frames the…

CryptoSpot marketsEvent-drivenMomentum
Bitget Academy

The article describes StakeStone as a crypto platform that aims to combine staking yield with token liquidity across multiple blockchains. It introduces the Optimized Portfolio Allocation Protocol as an automated system for directing assets among yield…

CryptoDeFiSpot marketsPortfolio construction
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

The document introduces Luffy as a community-oriented crypto project linking anime creators, fans, and investors. It describes intended uses across digital art, NFTs, games, and decentralized finance, and says the token operates across Ethereum and BNB Chain…

CryptoDeFiSpot marketsRisk management
Bitget Academy

The document explains how users participate in Bitget Launchpad initial exchange offerings and how BGB holdings determine lottery ticket eligibility. It outlines the account and registration steps, then describes daily spot-account snapshots taken at random…

CryptoSpot marketsRisk management
Bitget Academy

The article recounts a sharp collapse in BNB Chain meme coins in October 2025 and attributes it to a combination of concentrated token ownership, shallow decentralized-exchange liquidity, speculative hype, and a shift in trader attention. It describes how a…

CryptoOn-chain dataMarket microstructureSentiment
Bitget Academy

The article compares Algorand and Cardano as proof-of-stake blockchain platforms, describing their consensus designs, governance approaches, transaction capacity, fees, and developer tooling. It characterizes Algorand’s Pure Proof-of-Stake system as…

CryptoStatistics
Bitget Academy

The guide explains a unified margin framework for eligible institutions holding crypto, stablecoins, tokenized U.S. equities, and derivatives. It describes how supported assets can contribute adjusted collateral value across products, with collateral ratios…

CryptoEquitiesFuturesArbitrage
Bitget Academy

The article examines Hut 8’s announced Louisiana AI data center lease, presenting it as a move from Bitcoin mining toward digital infrastructure. It describes a long-term agreement with Anthropic as the expected compute customer, Fluidstack as developer and…

EquitiesCryptoEvent-drivenRisk management
Bitget Academy

The guide describes take-profit and stop-loss settings as conditional closing instructions for an open futures position. Traders can define a trigger using a contract price, estimated return on investment, percentage change from an entry reference, or…

CryptoFuturesRisk managementExecution
Bitget Academy

The guide explains spot trading as direct purchase and sale of cryptocurrencies, with assets credited to the trader’s exchange wallet. It contrasts this ownership model with futures speculation and outlines common reasons traders use spot markets, including…

CryptoSpot marketsExecutionMarket microstructure
Bitget Academy

The article examines Palantir’s November 4, 2025 after-hours share decline despite quarterly results that beat analyst expectations and raised company guidance. It presents the reaction as an example of how a strong earnings report can coexist with a falling…

EquitiesUS marketsSentimentEvent-driven
Bitget Academy

The document reports on TapSwap, a Telegram-based tap-to-earn platform, and the changing timeline for its planned TAPS token airdrop. It says the launch was initially expected in May 2024, was later associated with the third quarter, and was then promised by…

CryptoSentimentEvent-driven
Bitget Academy

The document introduces cryptocurrency staking as part of Proof-of-Stake consensus. In this model, tokens are staked as collateral and help determine which validators support the network. It contrasts this approach with Proof-of-Work, describing staking as a…

CryptoDeFi
Bitget Academy

This guide distinguishes Bitget’s routes to gold and U.S. stock price exposure. Gold is offered through contracts for difference, which allow long or short positions using USDT margin without owning physical metal. The article lists gold pairs against…

CommoditiesEquitiesFuturesPerpetual futures
Bitget Academy

The article sketches possible drivers of SUI’s price through 2030, describing the network’s object-centric design, parallel transaction processing, Move language, and zkLogin onboarding feature. It points to ecosystem activity, developer and user adoption,…

CryptoOn-chain dataDeFiStatistics
Bitget Academy

The article compares two crypto-platform products that provide exposure to U.S. stock prices: tokenized stocks and USDT-margined perpetual futures. Tokenized stocks are presented as spot-style exposure without leverage by default. Stock perps allow long or…

CryptoEquitiesFuturesPerpetual futures
Bitget Academy

This guide explains why Bitget uses separate accounts for spot trading, isolated and cross spot margin, USDC- and coin-margined futures, USDT-margined futures, and peer-to-peer transactions. Users move funds from the Spot account into the account that…

CryptoFuturesRisk managementSpot markets
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 describes Ethereum’s Fusaka upgrade as a scaling package centered on Peer Data Availability Sampling, or PeerDAS. Instead of requiring each validator to download entire data blobs, nodes check samples; the article explains that distributed…

CryptoDeFiOn-chain dataMarket microstructure