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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

3,736 documents

Bitget Academy

This FAQ describes Bitget rTokens, which are presented as blockchain-based tokens designed to provide economic exposure to U.S. stocks and ETFs. It covers USDT trading, supported market hours, liquidity links to brokerage infrastructure, fees and other…

CryptoEquitiesOn-chain dataSpot markets
Bitget Academy

The article introduces SIGN as a cross-chain verification protocol and presents price predictions for 2025 through 2030. It attributes possible demand to DeFi integrations, protocol upgrades, broader multi-chain activity, and institutional interest. Its…

CryptoTechnical indicatorsOn-chain dataDeFi
Bitget Academy

The article explains Runes as a fungible token protocol built on Bitcoin’s UTXO model. It describes using transaction OP_RETURN data to encode token activity while avoiding the extra UTXO creation associated with BRC-20, which the article says can clutter…

CryptoOn-chain dataMarket microstructureDeFi
Bitget Academy

The article reviews Meteora, a Solana decentralized exchange, and the sharp volatility surrounding its MET token launch. It attributes selling pressure in part to a large share of supply entering circulation through airdrops, while also describing…

CryptoDeFiOn-chain dataRisk management
Bitget Academy

The document proposes screening crypto assets for relative strength when most of the market is declining. Its four filters are performance relative to Bitcoin over a 30-day window, rising volume or turnover, increasing on-chain activity such as active…

CryptoMomentumTechnical indicatorsOn-chain data
Bitget Academy

The document describes aPriori as a liquid staking protocol for Monad. Users deposit MON and receive aprMON, a liquid receipt token intended for use in decentralized finance while staking rewards accrue. The protocol’s stated differentiator is an internal…

CryptoDeFiOn-chain dataMarket microstructure
Bitget Academy

The article explores ways to estimate Ethereum’s value, emphasizing that ETH differs from Bitcoin because it powers activity on a smart contract network and its demand may relate to ecosystem use. It compares supply and demand analysis with Metcalfe’s law,…

CryptoStatisticsOn-chain dataBacktesting
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 describes Bubblemaps as a blockchain analytics tool that presents token ownership and wallet interactions as an interactive map. Each bubble represents a wallet, its size indicates its share of a token’s supply, and links represent token…

CryptoOn-chain dataSentimentMarket 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 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

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 reviews Pi Coin’s volatile trading in early 2025 alongside the launch of its open mainnet and growth of its community ecosystem. It describes a rally after the mainnet launch, a sharp pullback, a brief rebound, and a steep decline after a May…

CryptoTechnical indicatorsSentimentOn-chain data
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 article evaluates a public forecast that Bitcoin could reach $220,000 within 45 days against a backdrop of a sell-off, extreme fear readings, ETF outflows, leveraged liquidations, and macroeconomic uncertainty. It contrasts the forecast’s short timeline…

CryptoSentimentOn-chain dataTechnical indicators
Bitget Academy

The article explains consensus mechanisms as the rules that coordinate blockchain nodes, validate transactions, and determine security and incentives. It surveys proof of work (PoW), proof of stake (PoS), delegated and nominated proof of stake, proof of…

CryptoOn-chain dataMarket microstructure
Bitget Academy

The article introduces Pi Network’s phone-based mining model, which it describes as using security circles and the Stellar Consensus Protocol rather than computationally intensive mining. It outlines project stages, KYC requirements for moving mined tokens…

CryptoOn-chain dataSentimentSpot markets
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

The article introduces ChainGPT as a chatbot focused on blockchain and cryptocurrency topics, describing uses such as answering questions, scanning blockchain information, drafting Solidity smart contracts, and reviewing Solidity code for vulnerabilities. It…

CryptoMachine learningTechnical indicatorsOn-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