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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

3,298 documents

Bitget Academy

The document surveys centralized exchange products that offer returns on idle crypto, including flexible and fixed-term savings, staking, and structured products. It compares seven platforms by broad user positioning and recommends evaluating advertised…

CryptoRisk managementSpot marketsDeFi
Bitget Academy

The article frames Brent crude as a contest between supply disruption risks from Middle East conflict and a possible price reversal if diplomacy reduces the geopolitical risk premium. It describes a TACO Index attributed to a consulting firm, said to combine…

CommoditiesTechnical indicatorsBreakoutTrend following
Bitget Academy

The document explains decentralized autonomous organizations as blockchain-based groups whose rules, treasury actions, and governance processes are implemented through smart contracts. Members can vote on decisions, and on-chain activity can make governance…

CryptoDeFiRisk managementOn-chain data
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 document compares three ways to access US stocks through Bitget: Stock+ for real shares and ETFs, tokenized stock exposure through rTokens, and USDT-margined stock perpetual futures. It outlines how each product works, describes account setup and funding…

EquitiesFuturesPerpetual futuresRisk 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 analysis attributes a weekly decline in Brent and WTI to two forces: expectations that Strait of Hormuz shipping and Persian Gulf exports could recover, and a more hawkish Federal Reserve outlook. It frames the move as a reduction in the probability of…

CommoditiesFuturesVolatility
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

This beginner guide distinguishes investing, which seeks asset growth, from saving for accessible short-term needs. It presents four reasons to begin investing early: potential protection against inflation, more time for compound growth, a larger financial…

Risk managementPortfolio constructionStatistics
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 interprets a Federal Reserve statement as hawkish, emphasizing inflation concerns, less explicit forward guidance, and confidence in economic activity. It argues that reduced signaling could make markets more responsive to economic releases and…

VolatilityTechnical indicatorsExecutionEquities
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 article outlines ARK Invest’s active, innovation-focused ETF approach, including concentrated holdings across themes such as genomics, robotics, artificial intelligence, energy storage, and blockchain. It describes high portfolio turnover, frequent…

EquitiesFactor investingPortfolio constructionRisk management
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 outlines three ways to combine an NVDA spot stock token, rNVDA, with NVDA perpetual futures around an earnings announcement in a Unified Trading Account. A holder with a bullish long-term view can add a futures long for short-term upside, or…

EquitiesFuturesEvent-drivenRisk management