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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 explains BCT, or Base Carbon Tonne, as a Polygon token associated with Toucan Protocol and Verra carbon credits. It describes a process in which credits are immobilized in the registry, represented by tokens, traded on-chain, and potentially…

CryptoDeFiOn-chain dataRisk management
Bitget Academy

The article compares two crypto-based routes to pre-IPO company exposure. IPO Prime uses stablecoin subscriptions for tokens tied by contractual arrangements to selected companies’ economic performance. Allocation depends on each offering’s rules and demand,…

CryptoDerivatives pricingPerpetual futuresRisk management
Bitget Academy

The article describes TRON as a smart contract blockchain built around delegated proof of stake, with TRX used for network activity. It outlines the network’s storage, core, and application layers, its compatibility with Ethereum-style contracts, and its…

CryptoDeFiTechnical indicatorsMomentum
Bitget Academy

The article explains how a Bitcoin mining company’s share price can respond to Bitcoin prices, mining difficulty, hashrate investment, and operational changes. It also distinguishes London-listed shares from US depositary receipts and notes that exchange…

CryptoEquitiesVolatilityRisk management
Bitget Academy

The article compares centralized exchanges (CEXs) with decentralized exchanges (DEXs) across custody, access, trading mechanisms, liquidity, fees, and risks. CEXs typically hold users’ keys, support fiat on-ramps, and match orders through an order book. DEXs…

CryptoDeFiMarket microstructureExecution
Bitget Academy

The document explains four token scam mechanisms: honeypots that block selling, hidden minting that expands supply, liquidity withdrawals that strand holders, and token unlock controls that insiders can bypass. It illustrates these risks with examples…

CryptoOn-chain dataDeFiRisk management
Bitget Academy

The article surveys five Solana decentralized exchanges and describes how their designs suit different trading needs. Jupiter is presented as an aggregator that routes swaps across liquidity sources, while Raydium combines automated market making with…

CryptoDeFiExecutionMarket microstructure
Bitget Academy

The article compares three blockchain token categories by transferability, uniqueness, and intended use. NFTs are described as unique, indivisible assets whose ownership history can be tracked. SFTs begin as interchangeable units, making them suitable for…

CryptoDeFiOn-chain data
Bitget Academy

The article describes fan tokens as blockchain assets used for club-related voting, rewards, collectibles, and access to events or experiences. It presents them as a way for sports organizations to encourage supporter participation and develop revenue…

CryptoOn-chain dataSentimentEvent-driven
Bitget Academy

The guide explains how eligible Bitget users can fund a securities sub-account with USDC and trade U.S. stocks and ETFs without first withdrawing crypto to an outside bank or broker. It distinguishes the funding path from the trading currency: USDC bridges…

EquitiesCryptoUS marketsExecution
Bitget Academy

The article explains Obol Network’s Distributed Validator Technology, which lets multiple independent operators jointly run one Ethereum validator. It describes splitting validator key material among operators, requiring a quorum for validator duties, and…

CryptoDeFiRisk managementSpot markets
Bitget Academy

This recap describes Bitcoin’s downturn in 2022 and connects price declines with broader events: the Terra collapse, the FTX failure, and tightening financial conditions. It characterizes Bitcoin as moving through sharp declines followed by quieter,…

CryptoVolatilityEvent-driven
Bitget Academy

The article describes Magma Finance as a Sui-based decentralized exchange using discrete price bins and an adaptive liquidity market maker. Its proposed system reallocates liquidity through an off-chain AI engine, adjusts swap fees with volatility, and…

CryptoDeFiMarket makingExecution
Bitget Academy

The document traces a broad evolution from read-only websites to participatory platforms and then to Web3, which it describes through both semantic-web ideas and blockchain-based applications. Its main Web3 proposition is that blockchain accounts, tokens,…

CryptoDeFiOn-chain data
Bitget Academy

The document introduces Republic’s private-market investing platform and describes IPO Prime, a product intended to give non-US investors economic exposure to private companies before public listings. It distinguishes the tokens from company shares: the…

CryptoEquitiesEvent-drivenRisk management
Bitget Academy

This June 2025 update combines Pi Network migration news with a short-term market outlook. It describes a three-phase migration process: initial balances and bonuses, referral rewards dependent on team KYC completion, and later periodic transfers. It reports…

CryptoTechnical indicatorsSentimentOn-chain data
Bitget Academy

The guide explains a platform feature that lets users copy spot-grid or futures-grid bots run by other traders. A copier selects a bot, reviews displayed metrics such as return, profit and loss, drawdown, and copier count, then sets an investment amount. The…

CryptoGrid tradingExecutionRisk management
Bitget Academy

The document describes Pixels as a blockchain game organized around resource gathering, farming, quests, crafting, and customization. It explains that different resources occur on particular land types, crop production uses staged actions and energy limits,…

CryptoDeFiSpot markets
Bitget Academy

The article interprets a sharp Bitcoin rebound as a recovery from a leverage-driven correction and argues that institutional access and buying may support broader crypto demand. It contrasts the decline with the 2022 market failures and cites reported whale…

CryptoSentimentMomentumUS markets
Bitget Academy

This article links trading activity in five crypto-platform tokens representing U.S. companies to renewed interest in AI infrastructure, semiconductors, storage, and space-based computing. It outlines catalysts for NVIDIA, SpaceX, SanDisk, Micron, and SK…

EquitiesCryptoMomentumEvent-driven
Bitget Academy

This weekly market recap discusses BGB price action, U.S. inflation data, and a temporary USDT deviation associated with Curve’s 3pool. It interprets BGB’s narrower trading range and lower volume, together with a rising accumulation/distribution line, as…

CryptoTechnical indicatorsArbitrageUS markets
Bitget Academy

This article describes TapSwap as a Telegram-based game on the TON blockchain. Users interact with a bot by tapping, and the service offers TAPS tokens alongside daily bonuses, referrals, challenges, and optional paid boosters. It presents the familiar…

CryptoDeFi
Bitget Academy

The document explains the structure of self-directed cryptocurrency IRAs, including the roles of qualified custodians, trading platforms, and administrators. It contrasts Swan Bitcoin’s Bitcoin-only, accumulation-oriented model with broader exchanges that…

CryptoPortfolio constructionRisk managementSpot markets