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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

5,922 documents

Bitget Academy

The document warns that supposed crypto-flashing tools cannot create spendable coins on live blockchains. It characterizes offers to generate or spend unconfirmed cryptocurrency as scams that may steal funds or install malware intended to capture wallet…

CryptoRisk managementDeFi
Bitget Academy

The document describes Kamino as a decentralized finance protocol combining liquidity provision, lending, and leverage. Its central mechanism is an automated liquidity vault: users deposit assets and receive kTokens that represent their positions. The text…

DeFiCryptoSpot markets
Bitget Academy

The article links a reported rise in Ethereum transactions with growth in staking and a change in the regulatory outlook. It attributes network activity to stablecoin transfers, decentralized exchange trading, layer-two use, and renewed DeFi and meme-coin…

CryptoOn-chain dataDeFiSentiment
Bitget Academy

The article describes Cluster Protocol as a Base-based network intended to connect AI models, GPU computing, datasets, applications, and autonomous agents. It outlines a shared workflow for accessing models and compute, licensing data, and settling payments…

CryptoMachine learningDeFiRisk management
Bitget Academy

The article outlines two proposed uses of blockchain technology in entertainment: controlling access to paid content and distributing revenue among creators and other participants. It presents smart contracts as a way to encode payment and access conditions,…

CryptoDeFiMarket microstructure
Bitget Academy

The article introduces Toncoin and the TON ecosystem, then compares five wallet options by custody model, access, security features, and supported functions. It distinguishes custodial services, where a provider controls the private keys, from non-custodial…

CryptoOn-chain dataDeFiRisk management
Bitget Academy

The document surveys five ways blockchain applications can use oracles to bring external information or services onto a chain. In decentralized finance, price feeds can support lending, liquidations, cross protocol pricing, and reserve checks. For NFTs and…

CryptoDeFiMarket microstructure
Bitget Academy

Robonomics is described as a blockchain platform for coordinating IoT devices and cyber-physical systems. A user submits a task through an application; the request is recorded on Ethereum or the Robonomics parachain, a compatible device executes it, and a…

CryptoOn-chain dataDeFi
Bitget Academy

The article adapts the traditional idea of a blue-chip company to crypto, emphasizing recognition, reputation, market capitalization, and a leading industry position. It uses Bitcoin and Ethereum as established examples, citing their relative shares of…

CryptoPortfolio constructionRisk managementDeFi
Bitget Academy

The article explains Midnight as a blockchain intended to support confidential computation while retaining verifiability. It describes zero-knowledge proofs as a way to validate transactions or data without revealing their contents, alongside a separation of…

CryptoDeFiRisk managementOn-chain data
Bitget Academy

The document describes Wayfinder as a blockchain platform where autonomous AI agents, called Shells, use wallets to interact with apps, tokens, NFTs, and smart contracts across networks. They follow community-reviewed Wayfinding Paths for tasks such as…

CryptoMachine learningExecutionDeFi
Bitget Academy

This overview compares Bitcoin, Ethereum, Solana, Avalanche, Polygon, and Binance Smart Chain by their main functions and design choices. It describes Bitcoin as a transaction ledger, Ethereum as a smart contract platform, and contrasts approaches to…

CryptoDeFiSpot markets
Bitget Academy

This introductory overview explains several security and privacy concepts used in blockchain systems. It distinguishes encryption, which makes data readable only with a suitable key, from hashing, which creates a fixed-size fingerprint used to reveal changes…

CryptoDeFiRisk management
Bitget Academy

This introductory guide describes cryptocurrency as digital money maintained by distributed networks, with transactions recorded on a shared ledger. It explains decentralization by contrasting distributed networks with centralized services, and uses Bitcoin…

CryptoSpot marketsDeFiOn-chain data
Bitget Academy

The article compares two ways crypto holders may receive rewards. Staking involves committing tokens to a proof-of-stake network, where rewards are tied to the amount staked and help support network validation. Staking can involve a waiting period before…

CryptoDeFiOn-chain dataRisk management
Bitget Academy

The article describes Mantle as an Ethereum Layer-2 network that batches transactions and separates execution, data availability, and settlement. It outlines MNT’s roles in transaction fees, governance, staking, and liquidity programs, along with the…

CryptoOn-chain dataDeFiMomentum
Bitget Academy

The article introduces AI agents as systems that observe conditions, plan actions, and carry out multi-step tasks with limited human input. It uses decentralized finance examples such as trade execution, yield optimization, and portfolio management, and…

CryptoMachine learningDeFiSentiment
Bitget Academy

Mint is described as an Ethereum Layer 2 network built with the OP Stack and aimed at NFT creation and trading. The document outlines its claimed rollup design, which batches transactions to Ethereum, and lists services for NFT creation, copyright…

CryptoDeFiSpot marketsRisk management
Bitget Academy

The document explains that Bitcoin has no native staking yield under its proof-of-work design, then compares several ways holders may seek returns: centralized lending, exchange savings products, Bitcoin staking through Babylon, and lending or liquidity…

CryptoDeFiRisk managementOn-chain data
Bitget Academy

The document describes CRIPCO as an NFT marketplace ecosystem where intellectual-property partners can offer licensed digital assets for users to customize into secondary content and merchandise. It outlines two tokens: IP3 as the transaction and utility…

CryptoDeFiSpot markets
Bitget Academy

The article describes edgeX as an order-book decentralized exchange for crypto perpetual futures. Its proposed design performs order matching off-chain to reduce latency, then records trade outcomes through on-chain settlement. The system is presented as a…

CryptoPerpetual futuresMarket microstructureExecution
Bitget Academy

This guide explains the basic steps and risks involved in moving cryptocurrency from a self-custody wallet to a centralized exchange, then converting it to cash. The process is to obtain the exchange’s deposit details, select the same asset and blockchain…

CryptoExecutionRisk managementDeFi
Bitget Academy

This glossary introduces concepts used in cryptocurrency markets and blockchain systems. Its definitions cover trading terms such as arbitrage, bullish and bearish conditions, volatility, and buy and sell walls, alongside market structure concepts including…

CryptoArbitrageMarket microstructureDeFi
Bitget Academy

The article identifies several proposed influences on BONK’s price: activity and growth in Solana, token supply reductions, trading liquidity, and adoption in applications. It argues that BONK may respond to Solana ecosystem growth and describes its use in…

CryptoOn-chain dataDeFiSpot markets