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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 article frames a crypto downturn as a period of uncertainty influenced by trade tensions, tariff concerns, and disagreement over interest-rate policy. It recommends shifting attention from short-term charts to weekly or monthly views, while describing…

CryptoRisk managementPosition sizingSentiment
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

The article describes a unified trading account that places eligible tokenized stocks, including tokens linked to NVIDIA and Tesla, in a shared margin pool. It says holders can retain exposure to the referenced stocks while using eligible tokens to support…

CryptoEquitiesExecutionRisk management
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

This dated market bulletin reports cryptocurrency spot prices, daily gainers and losers, aggregate trading activity, and futures indicators. It describes Bitcoin’s recent price range and change, compares its move with Ethereum, and lists selected altcoins…

CryptoFuturesSpot marketsSentiment
Bitget Academy

The article describes OriginTrail as a blockchain-based data network that began with supply chain use cases such as information sharing, trust, compliance, quality assurance, and efficiency. It then explains the project’s broader direction: the OriginTrail…

CryptoSpot markets
Bitget Academy

The article outlines proposed roles for central bank digital currencies, focusing on faster digital transfers, security, broader access to financial services, and new financial products built on blockchain technology. It frames these as possible benefits,…

CryptoMulti-asset
Bitget Academy

This article explains a sharp Oracle share-price rebound through analyst upgrades, renewed interest in software stocks, and expectations that rising AI infrastructure spending could benefit Oracle’s cloud and database business. It also reviews pressures…

EquitiesUS marketsSentimentRisk management
Bitget Academy

The document analyzes IBM’s announced all-cash acquisition of Confluent and its implications for CFLT shareholders. It outlines the offer price and premium, the expected closing timeline, and the expectation that the stock would trade near the cash…

EquitiesEvent-drivenArbitrageRisk management
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 document describes BCHS, a defined outcome ETF that uses FLEX options tied to SPY to absorb an initial portion of losses over an annual outcome period while limiting gains at a preset cap. It explains the expense ratio, the annual reset, and why an…

EquitiesOptionsRisk managementPortfolio construction
Bitget Academy

The document explains how U.S. dime and nickel values can diverge from face value through metal content, scarcity, condition, and mint errors. It distinguishes clad coins from pre-1965 silver dimes and wartime silver nickels, then surveys notable collectible…

CommoditiesUS marketsRisk management
Bitget Academy

The article explains simple moving averages and variants including exponential, weighted, smoothed, and volume-weighted averages. It describes how lookback length affects smoothness and sensitivity, and how chart settings can change the timeframe, source…

Technical indicatorsTrend followingMomentumCrypto
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 article examines how a Federal Reserve rate decision and the accompanying guidance could influence Bitcoin and broader risk appetite. It describes the expected cut as a market forecast based on inflation and labor-market indicators, while emphasizing…

CryptoEvent-drivenSentimentVolatility
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 article links oil price movements to supply disruption risks, OPEC+ production decisions, tanker insurance, and global demand. It distinguishes Brent from WTI and notes that regional events and US supply conditions can affect the benchmarks differently.…

CommoditiesFuturesOptionsVolatility
Bitget Academy

The document explains how gold is quoted against the US dollar, euro, yen, and Australian dollar, and describes factors that can move those prices. It highlights the roles of the dollar, real interest rates, inflation expectations, central-bank policy, and…

CommoditiesForexDerivatives pricingRisk management
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 document explains time-weighted average price (TWAP) execution as a way to divide a large crypto order into smaller trades placed at regular intervals over a chosen period. It describes selecting total quantity, duration, and order frequency, then…

CryptoExecutionMarket microstructureFutures