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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
Quantopian lectures
45 documents
Binance API docs
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 explains how Nasdaq 100 membership can create mechanical demand: funds that track the index must adjust holdings when constituents change. It uses SpaceX’s reported inclusion as a case study, describing estimated index fund purchases and the…

EquitiesEvent-drivenMarket microstructureUS markets
Bitget Academy

The article compares staking in Ethereum, Polkadot, and Cardano, connecting each asset’s staking proposition to its network design and ecosystem. It then contrasts centralized exchanges with decentralized platforms. Centralized services are described as…

CryptoDeFiRisk management
Bitget Academy

The document describes Venice AI as a service for generating text, code, and images with open-source models. It presents the platform as privacy-focused, claiming that prompts and user data remain on a user’s device rather than being stored centrally. The…

CryptoMachine learningOn-chain data
Bitget Academy

The article presents a bullish view of the Dow, linking its recent strength to improving technology-sector sentiment and anticipation of Federal Reserve meeting minutes. Its technical case cites an upward alignment in the Guppy Multiple Moving Average…

EquitiesUS marketsFuturesTrend following
Bitget Academy

The article compares CoinCorner, Bitget, Kraken, and Coinbase for UK users across asset selection, trading fees, deposit methods, platform features, customer support, and regulatory considerations. It contrasts CoinCorner’s Bitcoin-focused service with…

CryptoSpot marketsExecutionMarket microstructure
Bitget Academy

The article describes Plexus as a cross-chain exchange aggregator and bridge. It says the protocol gathers liquidity information from connected chains at a relayer, then uses a routing algorithm to select a swap path. A relayer and decentralized oracle…

CryptoDeFiArbitrageExecution
Bitget Academy

The guide distinguishes mining performed on a phone from apps that act as dashboards for remote mining services. It notes that phone-based computation is constrained by device capacity and may consume battery power or create heat, while cloud mining places…

CryptoRisk managementStatistics
Bitget Academy

The document explains Bollinger Bands as a moving average surrounded by upper and lower bands set at two standard deviations, then focuses on changes in band width as a view of volatility. Narrowing bands indicate a period of contraction that the tutorial…

Technical indicatorsVolatilityBreakoutTrend following
Bitget Academy

The document describes Bitget CFD Pro Mode as a separately configured account mode with its own market depth and trading symbols marked by a .pro suffix. Its transaction fees match ECN mode, using a fixed charge per lot that varies by trading pair; overnight…

ExecutionMarket microstructureHigh-frequency tradingRisk management
Bitget Academy

This brief market update reports a broad decline in cryptocurrency prices on June 22, 2022. It gives a total market capitalization figure and daily change, a 24-hour Bitcoin trading range and quoted price, and notes that most large cryptocurrencies were…

CryptoSpot marketsMarket microstructure
Bitget Academy

The article presents a claimed SpaceX IPO and discusses reported institutional demand, the proposed offering terms, allocation access, and a business case spanning launches, Starlink, and orbital AI computing. It argues that anticipated index inclusion and…

EquitiesEvent-drivenRisk managementUS markets
Bitget Academy

The article recounts Binance’s 2023 regulatory events, including the SEC’s lawsuit, staffing changes, the U.S. Department of Justice settlement and guilty pleas, and Changpeng Zhao’s resignation as CEO. It identifies Richard Teng as his successor and…

CryptoSentimentRisk managementMarket microstructure
Bitget Academy

The document explains real-world assets (RWAs) as claims on assets such as property, gold, art, or carbon credits represented by blockchain tokens. It describes a three-part process: establish ownership, value, and legal status off-chain; bridge asset…

CryptoDeFiFixed incomeCommodities
Bitget Academy

The document outlines TreasureNFT’s transition to TreasureFun and its TUFT token, following reports of frozen withdrawals, high-yield claims, and lost user confidence. It describes TUFT’s proposed uses for marketplace fees, staking, governance, and platform…

CryptoSentimentRisk managementDeFi
Bitget Academy

The document contains little of the promised daily puzzle material. Its only substantive details concern two settlement methods offered for Major pre-market trading. Under coin settlement, delivery follows a cash-on-delivery model, and a seller may lose a…

CryptoExecutionMarket microstructure
Bitget Academy

The document introduces Sleepless AI as a blockchain game built around AI-driven virtual characters, with separate HIM and HER versions. Players can interact with characters and may bind a chosen character to a non-transferable token. The article describes…

CryptoDeFi
Bitget Academy

This guide explains spot grid trading as an automated method that places buy and sell orders at set price intervals within a chosen range. It aims to capture repeated price swings rather than forecast direction, so it is presented as most suitable for…

CryptoSpot marketsGrid tradingTechnical indicators
Bitget Academy

The newsletter reviews the November 2022 market turmoil around FTX, describing how concerns about FTX and Alameda spread to Solana, Bitcoin, and other crypto businesses. It connects SOL’s decline to FTT-related news and a planned token unlock, and reports…

CryptoEvent-drivenSentimentRisk management
Bitget Academy

The document explains commodity perpetual futures through three connected drivers: physical supply and demand, inventory levels, and macroeconomic cycles. It describes how disruptions, seasonal patterns, stock changes, economic growth, interest rates, the…

CommoditiesPerpetual futuresFuturesEvent-driven
Bitget Academy

This glossary explains core futures concepts, including long and short positions, leverage, initial and maintenance margin, mark price, funding, and realized versus unrealized profit and loss. It distinguishes USDT-margined and coin-margined contracts and…

FuturesPerpetual futuresExecutionRisk management
Bitget Academy

This retrospective market overview identifies themes the author expected to shape crypto in the second half of 2023. It discusses layer-two and layer-three scaling, decentralized applications, and DeFi as possible sources of adoption and investment activity.…

CryptoDeFiSentimentVolatility
Bitget Academy

The article introduces Stronghold Token (SHX) as a utility token for Stronghold’s payment and financial services. It describes potential uses including transaction rewards, fee reductions, liquidity and lending programs, and governance. It says SHX operates…

CryptoDeFiSpot marketsVolatility
Bitget Academy

The document explains spot grid trading as a way to structure trades around price oscillations rather than predict direction. It describes AI-recommended aggressive, balanced, and conservative configurations, associating wider spacing and fewer fills with…

CryptoGrid tradingMean reversionRisk management
Bitget Academy

This article presents behavioral habits it considers important for sustained trading: discipline, patience, risk management, continuous learning, focus, organization, and resilience. It recommends following a defined strategy rather than reacting impulsively…

Risk managementPosition sizing