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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 explains Vertiv’s role in data center power and cooling, then attributes its share price surge to strong reported orders, sales, backlog, profit, and earnings per share. It connects those results to demand for AI infrastructure, especially in the…

EquitiesUS marketsMomentumEvent-driven
Bitget Academy

The document introduces token generation events as launches that may coincide with airdrops, exchange listings, and new ecosystem incentives. It frames them as potential sources of liquidity and speculative interest, particularly when broader crypto markets…

CryptoEvent-drivenRisk management
Bitget Academy

The article connects a rally in U.S. technology and semiconductor stocks with increased trading in rNVDA, a platform product linked to NVIDIA. It reports platform and product trading volumes alongside market moves, arguing that a broader rise in AI-related…

EquitiesMomentumSentimentExecution
Bitget Academy

The article explains why copying another trader does not remove market risk. It identifies changing market regimes, unexpected events, strategy mismatch, and poor decision-making as reasons a copied strategy can lose. An illustrative breakout strategy…

Risk managementPosition sizingExecutionFutures
Bitget Academy

The article introduces DOGS as a Telegram-oriented meme coin inspired by Spotty, a character associated with VK and Pavel Durov. It says the creators are anonymous and reports no disclosed venture-capital backing. Its central practical explanation is the…

CryptoSpot marketsSentiment
Bitget Academy

The guide explains account protections for a crypto exchange account and where users can review device access and account activity. It recommends a strong login password, an anti-phishing code, a withdrawal address whitelist, and a fund code. It also…

CryptoRisk management
Bitget Academy

The article presents Sei as a Layer 1 network aimed at decentralized trading, highlighting parallel execution, fast finality, batch auction settlement, and low transaction fees as design features. It argues these mechanisms may address congestion and…

CryptoDeFiMarket microstructureExecution
Bitget Academy

The article describes collectible coins as a market where value combines precious-metal content with rarity, condition, provenance, and collector demand. It distinguishes bullion coins, whose prices mainly track metal markets, from numismatic coins, whose…

CommoditiesRisk managementExecutionPortfolio construction
Bitget Academy

The article explains how expected Mt. Gox creditor repayments and German government transfers of seized Bitcoin contributed to concern about near-term selling pressure. It outlines Mt. Gox’s collapse, the later rehabilitation plan, and the German…

CryptoEvent-drivenSentimentVolatility
Bitget Academy

The document explains PIX, Brazil’s instant payment system, as a fiat on-ramp and off-ramp for cryptocurrency accounts. It describes PIX identifiers such as tax numbers, phone numbers, email addresses, generated keys, and QR codes. The article also gives…

CryptoSpot marketsExecution
Bitget Academy

The briefing compares major dollar-pegged stablecoins with crypto-collateralized, algorithmic, euro-backed, and gold-backed alternatives. It discusses peg stress during the Terra collapse and FTX crisis, relating Tether’s pressure to its larger adoption…

CryptoVolatilityStatistics
Bitget Academy

The article outlines cybersecurity concerns tied to cryptocurrency and potential security uses of blockchain. It says transaction pseudonymity can make it harder to identify actors behind fraud, while decentralization can complicate oversight and create…

CryptoRisk managementMarket microstructure
Bitget Academy

The document describes gold contracts for difference as a way to speculate on gold prices without taking possession of physical metal. It says CFDs can support leveraged positions and trading in both rising and falling markets, while avoiding physical…

CommoditiesDerivatives pricingRisk management
Bitget Academy

The document outlines the hardware and setup considerations for Bitcoin mining, then focuses on evaluating rented rigs. It identifies hash rate, energy efficiency, power draw, electricity rates, rental fees, provider reputation, contract terms, uptime, and…

CryptoPosition sizingRisk management
Bitget Academy

The document surveys crypto custody security by comparing exchange-held accounts, delayed-withdrawal vaults, and self-custody wallets. It describes common safeguards such as offline storage, key-splitting methods, account monitoring, encryption, withdrawal…

CryptoRisk managementSpot markets
Bitget Academy

The document explains BRC-20 tokens as Bitcoin-based assets created through Ordinals inscriptions, which attach data to satoshis. It names five projects—ORDI, MICE, SATS, MUBI, and TURT—and describes their stated roles or sources of attention. Examples…

CryptoOn-chain dataSpot markets
Bitget Academy

The article explains how a Merkle tree summarizes many records into a root hash. Each record is represented by a hash, and changes to a record propagate through the tree, changing the root. Comparing roots can therefore help detect whether data has been…

CryptoOn-chain dataRisk management
Bitget Academy

The article compares Bitcoin spot trading fees at Bitget, Binance, Coinbase, Bybit, and OKX. It explains maker fees for orders that add liquidity and taker fees for orders that execute immediately, then notes that an account’s effective rate can depend on…

CryptoSpot marketsExecutionMarket microstructure
Bitget Academy

The document presents Tomarket as a decentralized marketplace for emerging or less established assets, including tokenized real-world assets, pre-market and pre-vesting tokens, protocol points, and blockchain-based yield products. It says an AI-driven oracle…

CryptoDeFiOn-chain data
Bitget Academy

The article describes Saber Labs as a Solana-based decentralized finance protocol focused on swaps between assets designed to hold similar values. It explains the StableSwap invariant, adapted from Curve Finance, which concentrates liquidity near the peg to…

CryptoDeFiMarket makingRisk management
Bitget Academy

The document outlines gold’s transition from monetary anchor to freely traded commodity and identifies safe-haven demand, dollar movements, and interest-rate expectations as price drivers. It cautions against buying solely on a price surge, and notes that…

CommoditiesVolatilityRisk managementExecution
Bitget Academy

The document describes Bitget’s rTokens, which represent exposure to stocks or ETFs, and explains how eligible tokens can remain held for potential dividends while contributing discounted collateral value to a cross-asset trading account. It gives the…

CryptoEquitiesFuturesRisk management
Bitget Academy

The document explains copy trading as a system in which a follower mirrors the futures positions and opening or closing actions of a selected trader. Followers can review a trader’s performance history, choose whom to follow, and adjust their own…

CryptoFuturesRisk management
Bitget Academy

The document distinguishes three price references used in cryptocurrency derivatives. Index price is described as a weighted combination of spot prices from selected exchanges, intended to provide a broader reference that is less vulnerable to a single…

CryptoFuturesPerpetual futuresRisk management