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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
Quantpedia
86 documents
TqSdk
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
Quantopian lectures
45 documents
Binance API docs
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

5,922 documents

Bitget Academy

The article explains reflection tokens as assets that redistribute part of each transaction’s tax to holders, typically in proportion to their token balances. Under this model, holders receive rewards without staking or locking their coins. The tax may also…

CryptoDeFiRisk managementMarket microstructure
Bitget Academy

The article presents STBL as a proposed stablecoin ecosystem backed by yield-bearing real-world assets such as Treasury bills and investment-grade bonds. It describes a three-token structure: USST as the dollar-linked stablecoin, YLD as a non-transferable…

CryptoDeFiOn-chain dataRisk management
Bitget Academy

The article contrasts monolithic blockchains, where one system handles transaction execution, verification, and consensus, with modular designs that assign functions to specialized layers. It explains the proposed benefits: parallel processing for capacity,…

CryptoDeFiRisk managementMarket microstructure
Bitget Academy

The document describes Manta Network as a two-chain ecosystem for zero-knowledge applications. Manta Pacific is presented as an Ethereum-based, EVM-compatible Layer 2 intended to support ZK applications using Solidity. Its approach combines a zkEVM with…

CryptoDeFiOn-chain dataSpot markets
Bitget Academy

This overview describes Walrus as a decentralized storage and data availability protocol built on Sui. It says files are divided and distributed among storage nodes, with erasure coding and a method called Red Stuff intended to provide redundancy while…

CryptoOn-chain dataDeFi
Bitget Academy

The article presents Sei as a Layer 1 blockchain designed for trading applications. It describes its Cosmos SDK foundation and IBC connectivity, along with features intended to reduce processing delays: block propagation using transaction identifiers,…

CryptoDeFiMarket microstructureExecution
Bitget Academy

The document explains Bubblemaps as an on-chain visualization in which bubbles represent wallets, bubble size reflects token holdings, and links indicate past transfers between addresses. The map is intended to make token concentration and connected wallet…

CryptoOn-chain dataDeFi
Bitget Academy

This educational overview describes common crypto frauds and basic steps for reducing exposure. It explains account freezes as possible responses to suspected scam interactions, terms-of-service violations, or law-enforcement requests. It also identifies…

CryptoRisk managementOn-chain dataDeFi
Bitget Academy

Yield Guild Games is described as a decentralized gaming guild that pools investor funds to acquire in-game NFTs and seek returns from play-to-earn games. The organization is divided into SubDAOs around particular games or geographic communities, linking…

CryptoDeFiRisk management
Bitget Academy

The document describes crypto portfolio tracking apps as tools for consolidating activity across centralized exchanges, decentralized applications, and wallets. It says trackers can help monitor holdings and calculate UK tax records, including pooled cost…

CryptoDeFiPortfolio construction
Bitget Academy

The article links Pumpfun’s activity and PUMP token outlook to rising memecoin interest and the platform’s livestreaming features. It cites trading volume, total value locked, protocol revenue, creator rewards, and reported livestream audience measures as…

CryptoDeFiSentimentOn-chain data
Bitget Academy

The article defines yield farming as supplying crypto assets to decentralized finance protocols in exchange for rewards or interest. It describes smart contracts as the mechanism that executes protocol rules and gives examples of common approaches:…

CryptoDeFiRisk management
Bitget Academy

Starknet is described as an Ethereum layer-two network that executes transactions and computations off-chain, then posts a succinct zk-STARK proof to Ethereum for verification. The stated aim is to reduce the mainnet’s transaction burden while retaining its…

CryptoOn-chain dataDeFi
Bitget Academy

Tea Protocol is presented as a blockchain system that tracks open-source contributions and directs token rewards toward projects and developers. Its Proof of Contribution approach uses dependency relationships to calculate a project score called teaRank; the…

CryptoDeFiOn-chain dataSentiment
Bitget Academy

The document introduces Pocket Network as decentralized infrastructure that routes requests for blockchain data through RPC services. It describes five parts of the system: supported blockchains, data-consuming users, node runners, gateways, and…

CryptoDeFiOn-chain dataSpot markets
Bitget Academy

The document describes Travel Frog as a TON-based game that combines virtual pet care, AI-generated narratives, Telegram interaction, and blockchain-recorded game assets. Its gameplay loop has players care for frogs, send them on journeys, and collect items…

CryptoDeFiOn-chain data
Bitget Academy

Huma Finance is presented as a blockchain based payment and lending network that uses stablecoins and on-chain liquidity to finance real world payment flows. Its model has a transaction layer on Solana, a stablecoin currency layer, and a financing layer…

CryptoDeFiOn-chain dataRisk management
Bitget Academy

The article describes Syncus, a DeFi project on zkSync, and outlines its treasury-centered token model. Rather than relying on token bonding, the project says it collects taxes on transactions such as buys and sells, directing the proceeds to its treasury…

CryptoDeFi
Bitget Academy

The article introduces Plasma as an EVM-compatible Layer 1 designed for stablecoin transfers and DeFi activity. It describes PlasmaBFT as a proof-of-stake consensus system, a native Bitcoin bridge, vault-based deposits and withdrawals, and a planned option…

CryptoDeFiOn-chain dataRisk management
Bitget Academy

The article describes Vanguard (VWA) as a Solana token project that says it aims to represent assets such as precious metals and luxury goods on-chain, potentially enabling fractional ownership and trading. It presents the proposed model as a way to connect…

CryptoOn-chain dataDeFiCommodities
Bitget Academy

The document explains Jito’s Solana staking model. Users delegate SOL through a stake pool and receive JitoSOL, a liquid staking token that represents their stake and is described as accruing staking rewards and MEV rewards. MEV is framed as value obtained…

CryptoOn-chain dataDeFi
Bitget Academy

The document outlines Aevo, a decentralized derivatives venue offering options and perpetual contracts on a custom Ethereum-compatible rollup. It describes an off-chain order book and risk engine that check and match orders, followed by smart-contract…

CryptoOptionsPerpetual futuresMarket microstructure
Bitget Academy

The article uses gaming terms to contrast two patterns of crypto participation. In its PvP model, attention shifts among many tokens as traders seek price gains from one another; the text associates this pattern with hype, rapid liquidity movement,…

CryptoDeFiSentimentVolatility
Bitget Academy

The article outlines World Liberty Financial’s two-token design: USD1 is described as a dollar-pegged stablecoin, while WLFI is a governance token with possible utility in staking, liquidity provision, and rewards. It also gives a stated total supply of 100…

CryptoDeFiSpot marketsVolatility