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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

The document explains how BGSOL represents staked SOL: staking rewards accrue through a rising BGSOL-to-SOL conversion ratio, and the token may serve as margin on Bitget. It describes two yield approaches. For funding arbitrage, hold BGSOL and short the…

CryptoArbitragePerpetual futuresCarry
Bitget Academy

The document introduces derivatives as contracts whose value depends on an underlying asset, contrasting them with spot holdings. In crypto, derivatives can provide price exposure without requiring the trader to custody or transfer the underlying coins; the…

CryptoDerivatives pricingFuturesOptions
Bitget Academy

The article describes an exchange interface that surfaces tokens using observed blockchain activity instead of relying only on centralized listings or curated feeds. It says the service indexes several networks every sixty seconds and ranks signals such as…

CryptoOn-chain dataDeFiMomentum
Bitget Academy

The guide explains how followers can select futures, spot, or bot copy trading in a mobile app, review trader or strategist profiles, and set trade allocations. It describes fixed sizing, which assigns a set amount per trade, and multiplier sizing, which…

CryptoFuturesSpot marketsPosition sizing
Bitget Academy

This guide proposes a data-oriented process for selecting cryptocurrency trading bots or their operators for copy trading. It recommends reviewing total and recent returns, operating history, return stability, maximum drawdown, copier counts, user feedback,…

CryptoMachine learningBacktestingRisk management
Bitget Academy

The article explains why real yields can be more informative for gold than nominal interest rates alone. It frames real yields as the return available from yield-bearing assets after accounting for expected inflation, and therefore as an opportunity cost of…

CommoditiesFixed incomeUS marketsRisk management
Bitget Academy

The document describes institutional liquidity for contracts for difference and contrasts it with retail liquidity. It highlights straight-through order routing, aggregation of quotes from banks and non-bank market makers, multi-level depth, low-latency…

ExecutionMarket microstructureHigh-frequency tradingRisk management
Bitget Academy

The document explains how index CFDs provide directional exposure to a basket of stocks without owning the underlying shares, and contrasts them with tokenized individual stocks and stock futures. It describes a basic workflow for trading index CFDs with…

EquitiesUS marketsFuturesVolatility
Bitget Academy

This glossary introduces terminology for USDT-margined perpetual futures tied to precious metals such as gold and silver. It defines long and short positions, leverage, initial and maintenance margin, mark price, funding rate, unrealized and realized profit…

FuturesCommoditiesPerpetual futuresRisk management
Bitget Academy

This beginner guide explains how leverage lets a trader control a CFD position larger than the margin posted. It defines margin as collateral rather than a fee and gives the relationship between leverage, position value, and margin. Simple examples compare…

Risk managementPosition sizing
Bitget Academy

The document presents a short-term bearish thesis for NAS100 ahead of a September Federal Reserve meeting. It cites three hawkish FOMC dissents, a rise in long-term Treasury yields, and a market decline from its June high as signs that rate expectations and…

EquitiesUS marketsMomentumEvent-driven
Bitget Academy

The article reviews Palantir’s Q4 2025 results and the comparatively restrained stock reaction. It reports revenue growth of 70% year over year, adjusted earnings per share above projections, and a post-earnings gain of just under 8% after hours. It links…

EquitiesUS marketsEvent-drivenRisk management
Bitget Academy

The document explains how supported unrealized profit from a Cross Margin futures position can contribute to available margin for opening another position while the original trade remains open. It distinguishes unrealized PnL, which changes with market…

CryptoPerpetual futuresRisk managementPosition sizing
Bitget Academy

The document introduces the roles of Layer 1, Layer 2, and Layer 3 in blockchain systems, framing them around the goals of decentralization, scalability, and security. It describes Layer 1 as the base network, including its ledger, nodes, and consensus…

CryptoDeFi
Bitget Academy

The article explains blockchain consensus through a comparison of Proof of Work and Proof of Stake. In Proof of Work, miners expend computing resources to propose blocks and verify transactions. In Proof of Stake, validators lock tokens and are selected to…

CryptoOn-chain dataRisk managementStatistics
Bitget Academy

The document introduces Obol Network and explains how Distributed Validator Technology lets multiple operators jointly run an Ethereum validator. Its Charon middleware coordinates participants who hold shares of a validator key and collectively sign actions.…

CryptoOn-chain dataDeFiRisk management
Bitget Academy

The article interprets June ADP private employment data as an early, imperfect signal for the official Nonfarm Payrolls report. It highlights slower hiring, employment gains concentrated in education and health services and small businesses, weak leisure and…

Event-drivenUS marketsVolatilityPosition sizing
Bitget Academy

The article describes AAVE staking as depositing AAVE tokens in the protocol’s Safety Module, where the stake is intended to help protect the platform against losses from exploits and smart contract failures. It says participation requires AAVE tokens and a…

CryptoDeFiRisk management
Bitget Academy

The document defines Layer 0 as infrastructure beneath Layer 1 blockchains, including networking, consensus, hardware, and connections. It explains that this layer can support communication between separate chains, provide a framework for scaling through…

CryptoDeFiMarket microstructure
Bitget Academy

The article argues that gold-backed digital tokens can make exposure to investment-grade gold faster and easier to obtain than physical purchases. It contrasts token ownership with gold derivatives, exchange-traded funds, and futures, which provide…

CommoditiesCryptoSpot markets
Bitget Academy

The document gives a brief comparison of decentralized finance (DeFi) with traditional, centrally managed finance. It describes DeFi systems as relying on distributed nodes to verify transactions and maintain blockchain records, while traditional finance…

DeFiCrypto
Bitget Academy

The article explains leverage as a way to obtain a target notional exposure with less margin, freeing capital for other uses. It also describes using futures positions to hedge spot holdings and deploying exposure quickly around events such as earnings…

FuturesEquitiesRisk managementPosition sizing
Bitget Academy

Futures grid trading automates a sequence of buy and sell orders at set price intervals within a chosen range. Long grids seek to benefit from rising prices, short grids from falling prices, and neutral grids combine both directions. The approach applies…

CryptoFuturesGrid tradingPerpetual futures
Bitget Academy

The document presents fundamental analysis as a complement to price-based technical analysis in crypto markets. It argues that Bitcoin’s influence, the varied functions of blockchain tokens, and limited price history for new projects can make chart analysis…

CryptoOn-chain dataStatisticsRisk management