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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

3,298 documents

Bitget Academy

A Bitcoin futures ETF offers exchange-traded exposure to Bitcoin through futures contracts rather than direct ownership of the cryptocurrency. The document explains that fund managers periodically sell contracts nearing expiration and buy later-dated…

CryptoFuturesRisk managementPortfolio construction
Bitget Academy

The article contrasts a self-hosted Bitcoin and Lightning payment setup with custodial, full-service exchanges. Self-hosting can give users control of private keys and allow measures such as multi-signature authorization, but the user assumes responsibility…

CryptoRisk managementExecutionMarket microstructure
Bitget Academy

Caldera is presented as infrastructure for launching customizable rollups that settle on Ethereum. Its Rollup Engine supports several rollup frameworks, while its Metalayer is intended to connect chains for cross-chain asset and data movement. The article…

CryptoDeFiOn-chain dataRisk management
Bitget Academy

TapSwap is a Telegram game on The Open Network where players earn points by tapping a coin, completing tasks, inviting friends, and using boosters. An energy meter limits active tapping, while a bot can accrue points when players are away. The article…

CryptoSpot marketsSentiment
Bitget Academy

The document presents Reserve Currency of Socialcom (RCSC) as a Solana SPL token framed around social commerce. It says the token has no confirmed integration with social platforms or distinct utility, and that activity is mainly decentralized exchange…

CryptoSpot marketsSentimentRisk management
Bitget Academy

The document explains Bitcoin as a decentralized payment network. Transactions are signed with wallet keys, broadcast to nodes, checked against network rules, and grouped into blocks. Miners compete through proof of work to add blocks, while nodes maintain…

CryptoSpot marketsMarket microstructure
Bitget Academy

The document introduces Polyhedra Network as a Web3 project using zero-knowledge proofs (ZKPs) for interoperability, scalability, and privacy. It describes zkBridge, which uses proofs to verify blockchain consensus for cross-chain transfers, messages, and…

CryptoDeFi
Bitget Academy

The guide distinguishes three ways to access U.S. stock exposure through a crypto-focused platform: direct shares and ETFs, tokenized stock products, and stock perpetual futures. Direct stock trading is described as a weekday service with extended sessions,…

EquitiesFuturesExecutionRisk management
Bitget Academy

The article discusses the Federal Reserve’s expected decision to hold rates steady in April 2026 and the competing pressures behind that outlook. It points to elevated inflation, rising energy costs, and a labor market with limited hiring as reasons…

US marketsFixed incomeMulti-assetRisk management
Bitget Academy

The article presents conservative, moderate, and bullish price scenarios for United States Crypto Reserve (USCR) from its 2025 launch period through 2030. It describes USCR as a Solana-based, meme-inspired token with a fixed supply and a claimed on-chain…

CryptoOn-chain dataSentimentVolatility
Bitget Academy

This weekly report links U.S. labor and inflation concerns to changing expectations for Federal Reserve rate cuts, while describing losses in major U.S. equity indexes and crypto-related stocks. It also tracks Bitcoin's decline and partial recovery, spot…

CryptoEquitiesFuturesUS markets
Bitget Academy

The article describes stock perpetual futures as a way to trade price exposure beyond regular exchange hours. It explains how periodic funding payments between long and short holders are intended to keep a contract near its underlying stock index, and…

EquitiesPerpetual futuresMarket microstructureExecution
Bitget Academy

The document analyzes Stryker’s reported stock decline after a destructive cyberattack and frames the event as an operational and geopolitical risk. It describes the alleged network disruption, the attacker’s claims, the company’s response, and possible…

EquitiesEvent-drivenRisk managementUS markets
Bitget Academy

The document explains how Bitcoin exchange-traded funds provide price exposure through a traditional brokerage account and compares spot funds with futures-based funds. Spot ETFs hold Bitcoin, while futures ETFs hold contracts and roll them as they expire.…

CryptoFuturesSpot marketsUS markets
Bitget Academy

The document describes Bitget Stocks 2.0, a platform for trading Reality-issued rTokens linked to U.S. stocks and ETFs. It explains that eligible cash dividends are calculated using the applicable record date, converted to USDT, and credited to an account,…

EquitiesCryptoSpot marketsUS markets
Bitget Academy

The guide explains a spot copy-trading service from both the follower’s and trader’s perspective. Followers select a trader, choose which pairs to copy, and set either a fixed order allocation or a multiplier of the lead trader’s orders. Take-profit,…

CryptoSpot marketsRisk managementPosition sizing
Bitget Academy

The article tracks the distribution of Tether’s USDT across blockchains, focusing on Tron and Ethereum. It reports that a fresh $1 billion mint on Tron brought its supply close to Ethereum’s, after Ethereum moved ahead following a large issuance in 2024. It…

CryptoOn-chain dataFuturesStatistics
Bitget Academy

The document explains why an executed trade can differ from the price a trader expected, focusing on stop and take-profit orders. Prices may move in jumps, leaving a stop level untraded; the order then fills at an available price beyond the trigger. The…

ExecutionMarket microstructureRisk management
Bitget Academy

The article presents MicroStrategy, identified by ticker MSTR, as an equity whose valuation reflects both its software business and its substantial Bitcoin treasury. It outlines potential drivers of price changes, including Bitcoin moves, earnings, corporate…

EquitiesCryptoVolatilityRisk management
Bitget Academy

Slippage is the gap between an expected or trigger price and the eventual execution price. The document explains that prices can jump past a stop level, so a stop order may fill at the next available quote. Its gold example illustrates an adverse fill after…

ExecutionMarket microstructureRisk management
Bitget Academy

The article links U.S.-Iran tensions and instability around the Strait of Hormuz to crude oil supply risk, price volatility, and wider economic effects. It describes how shipping disruptions, attacks, insurance costs, and blocked or rerouted exports can…

CommoditiesEvent-drivenVolatilityRisk management
Bitget Academy

This guide explains spot auto-invest as a way to make recurring cryptocurrency purchases without choosing each entry point manually. Users select one or more coins, assign investment proportions, set a schedule and amount, and choose when the first purchase…

CryptoSpot marketsPosition sizingRisk management
Bitget Academy

The guide explains Bitcoin mining as proof-of-work: miners assemble candidate blocks and repeatedly hash them until they find a result below the network target. Difficulty adjusts every 2,016 blocks to keep block production near a ten-minute average. Miners…

CryptoRisk management