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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
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

19,452 documents

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

The article links Pudgy Penguins NFT floor prices and the PENGU token’s rally to community attention, industry profile-picture adoption, airdrops, and reported activity from traders and institutions. It cites a sharp rise in the NFT floor, increased token…

CryptoSentimentMomentumTechnical indicators
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 guide explains how a grid bot uses a lower and upper price bound to place buys and sells as prices move through a range. If the market leaves that zone, the bot may become inactive or stop opening orders. The article recommends reviewing the bounds when…

CryptoGrid tradingRisk managementVolatility
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

The article examines Chainlink’s rally to an 18-month high and frames $30 as the next major test. It attributes the move to reported large-holder accumulation and exchange withdrawals, the LINK Reserves program’s fee-funded token purchases, a data…

CryptoMomentumBreakoutTechnical indicators
Bitget Academy

The document explains Bitcoin's architecture using three layers. Layer 1 is the base blockchain, where nodes validate transactions through proof of work. It notes the resulting scalability concerns, including slower processing, higher fees during congestion,…

CryptoOn-chain dataMarket microstructure
Bitget Academy

The article compares tokenized, gold-backed assets with gold derivatives, ETFs, and futures. It argues that financial products can provide price exposure without direct ownership of specific investment-grade gold, while physical purchases can involve…

CryptoCommoditiesSpot marketsExecution
Bitget Academy

The document profiles NEIROCTO, an Ethereum meme token associated with the adoption of a Shiba Inu named Neiro after Kabosu’s death. It says the original developers departed and the community took over, and describes the project as lacking venture-capital…

CryptoOn-chain dataSpot markets
Bitget Academy

The article compares an automated crypto trading tool with large exchanges, focusing on custody, broker relationships, security disclosures, and fees. It says the tool connects users to third-party brokers, so protection depends in part on the broker’s…

CryptoRisk managementExecutionMarket microstructure
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

This beginner overview describes cryptocurrency as digital assets secured by cryptography and recorded on blockchain networks. It explains how centralized and decentralized exchanges connect buyers and sellers, and how orders execute when bid and ask prices…

CryptoSpot marketsMarket microstructureSentiment
Bitget Academy

The document explains quanto perpetual futures through an example of a contract priced in Hong Kong dollars while margin, profit and loss, fees, and funding are settled in USDT. It illustrates the payoff for a long position as the price difference multiplied…

CryptoFuturesPerpetual futuresDerivatives pricing
Bitget Academy

The document explains auto-deleveraging (ADL) as an exchange mechanism for covering liquidation losses that remain after an insurance fund is insufficient. It contrasts ADL with socialized loss allocation, which spreads a shortfall across profitable traders,…

CryptoFuturesPerpetual futuresRisk management
Bitget Academy

This introductory overview explains how Bitcoin uses a blockchain to record transactions in linked blocks. It describes mining as the process of validating transactions and adding blocks, with miners competing to solve computational problems and receiving a…

CryptoOn-chain dataSpot markets
Bitget Academy

The article compares Revux, Bitget, Coinbase, and Kraken across asset selection, security, platform tokens, spending features, and trading costs. It presents Revux as oriented toward everyday crypto payments and credit access, while describing Bitget as…

CryptoSpot marketsRisk management
Bitget Academy

The document introduces PLAYA3ULL as a game publisher building blockchain features around PC games. It describes a gaming-focused Avalanche Subnet, a marketplace for in-game assets, and planned titles across several genres. The project’s stated player-facing…

CryptoSpot marketsOn-chain data
Bitget Academy

The document describes Dmail as a Web3 messaging service that connects user accounts through wallet addresses. It says messages are encrypted and stored on-chain, and that users can send tokens through mail. A subscription hub lets users choose project…

CryptoSpot marketsOn-chain data
Bitget Academy

The article introduces Blum as a Telegram-based crypto trading platform and summarizes BLUM’s early market activity before reviewing forecasts for 2025, 2026, and 2030. It presents a range of estimates from cautious to highly optimistic, including scenarios…

CryptoSpot marketsTechnical indicatorsSentiment
Bitget Academy

The guide explains perpetual contracts linked to standardized rental price indices for H100 and B200 GPU capacity. Traders take financially settled long or short positions based on expected changes in compute rental prices; they do not buy GPUs or obtain…

CryptoPerpetual futuresDerivatives pricingRisk management
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

This beginner guide explains spot trading as buying or selling an asset for immediate delivery and ownership transfer. Using a crypto pair as an example, it walks through funding an account, selecting a market, and entering an order amount. It describes…

CryptoSpot marketsExecutionRisk management
Bitget Academy

The document presents a bearish or cautious view of Bitcoin’s near-term outlook, attributed to 10x Research head Markus Thielen. It suggests the market could enter an extended consolidation phase, despite broader expectations for new highs. The argument…

CryptoMomentumTechnical indicatorsOn-chain data
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