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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
Quantpedia
86 documents
TqSdk
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 guide presents small-account forex trading as a way to learn execution and discipline, not as a shortcut to rapid wealth. It explains how lot size changes the cash impact of a pip move, recommends calculating position size from a predefined loss limit,…

ForexFuturesRisk managementPosition sizing
Bitget Academy

The document explains how a malicious contract can gain permission to move tokens or NFTs after a user signs an approval. The assets may stay in the wallet initially; an attacker can later use the granted permission to transfer them without another…

CryptoDeFiRisk management
Bitget Academy

The report surveys the crypto market’s institutionalization during 2025, emphasizing new regulatory frameworks, expanded exchange-traded products, and government-backed digital money initiatives. It discusses US legislation covering digital asset oversight…

CryptoMarket microstructureEvent-driven
Bitget Academy

The document explains Bitget’s TSLAUSDT perpetual futures contract, a USDT-margined product that tracks Tesla price movements without requiring direct ownership of the stock. It covers long and short positions, continuous trading, margin modes, order types,…

EquitiesFuturesPerpetual futuresExecution
Bitget Academy

The document describes Solstice as a Solana-based protocol that connects a stable settlement asset, USX, to yield-bearing tokens and a user-facing layer called Nexus. Users deposit USX into YieldVaults to receive tokens such as eUSX or strcUSX. The article…

CryptoDeFiArbitrageCarry
Bitget Academy

This guide describes a futures martingale bot that opens an initial position when trigger conditions are met, adds safety orders as price moves against the position, and seeks to exit when price rebounds. It frames the approach for volatile markets and…

CryptoFuturesGrid tradingRisk management
Bitget Academy

The article presents a conversational AI assistant as a way to turn a trader’s questions, stated goals, and market context into a crypto trading plan. Its example considers a trader exposed to ETH and interested in meme coins. The assistant is described as…

CryptoMachine learningTechnical indicatorsRisk management
Bitget Academy

This guide explains how forex pairs are quoted, how pips and spreads work, and how central bank decisions can influence currencies. It also describes the typical activity across the Asian, European, and U.S. sessions, noting that liquidity and volatility…

ForexVolatilityRisk managementCarry
Bitget Academy

The article sets out risk-management practices for following traders in leveraged CFD markets. It recommends assessing a trader’s maximum drawdown rather than relying only on return, since drawdown indicates the historical decline from an account peak. It…

Risk managementPosition sizingPortfolio constructionFutures
Bitget Academy

The article explains how investors can gain Bitcoin price exposure through spot exchange-traded funds bought via conventional brokerage accounts. It outlines a basic purchase process: open and fund an account, compare available funds, review issuer and fund…

CryptoSpot marketsUS marketsRisk management
Bitget Academy

The article reviews ten football episodes in the 2025–26 season alongside price or trading-volume changes in related club and national-team fan tokens. It links wins, losses, and tournament progress with shifts in sentiment and token activity, including…

CryptoSentimentEvent-drivenOn-chain data
Bitget Academy

The article profiles VINE, a Solana meme token, and describes sharp price and volume changes around Elon Musk’s post about a possible Vine revival. It frames the move as sentiment-driven: the post did not mention the token, and the article says VINE has no…

CryptoSentimentMomentumEvent-driven
Bitget Academy

The article explains why the mid-market rate is a benchmark rather than the price most customers receive. It compares exchange-rate spreads, transfer charges, funding costs, update frequency, and receiving-bank fees across banks, specialist currency…

ForexExecutionMarket microstructure
Bitget Academy

The article introduces BRC-20 as an experimental token convention on Bitcoin, inspired by Ethereum’s ERC-20 model. It describes using inscriptions associated with individual satoshis to encode token issuance and transfer data, enabling fungible tokens and…

CryptoOn-chain dataDeFi
Bitget Academy

The article assesses Ethereum’s November 2025 outlook by combining macroeconomic conditions, regulatory and institutional developments, technical levels, and crypto-specific events. It frames the near-term market as a contest between supportive longer-term…

CryptoTechnical indicatorsSentimentRisk management
Bitget Academy

The article describes Hong Kong’s first spot Solana ETF, identifying ChinaAMC as issuer and the Hong Kong Stock Exchange as its intended venue. It gives the stated trading codes and currency classes, a 100-unit board lot, approximate minimum investment,…

CryptoSpot marketsDerivatives pricingRisk management
Bitget Academy

The document explains why gold CFDs often face pressure when the U.S. dollar strengthens: gold is priced in dollars, a stronger dollar can reduce demand from buyers using other currencies, and rising interest rates or Treasury yields increase the opportunity…

CommoditiesForexTechnical indicatorsRisk management
Bitget Academy

The document discusses the reported 2025 expansion of China’s crypto restrictions and contrasts it with a more favorable policy direction expected under South Korea’s new president. It attributes China’s stance to capital controls, support for the digital…

CryptoChina marketsSentimentEvent-driven
Bitget Academy

The document combines chart structure and inflation data to frame a conditional outlook for the U.S. Dollar Index. DXY is described as consolidating above support near 99.10–99.20 and below resistance around 99.70–99.95. A daily close above resistance would…

ForexBreakoutTechnical indicatorsUS markets
Bitget Academy

This weekly market bulletin reviews crypto developments during the first week of August, focusing on BGB’s relative performance, institutional and consumer-brand activity, and security incidents. It reports that Bitcoin and Ethereum declined while BGB rose,…

CryptoFuturesSentimentMarket microstructure
Bitget Academy

The article describes Lorenzo Protocol’s approach to bringing Bitcoin into decentralized finance through two tokens. Users staking BTC through the protocol receive stBTC, described as a liquid receipt that can be traded or used in DeFi while accumulating…

CryptoDeFiSpot marketsOn-chain data
Bitget Academy

This beginner glossary defines concepts used in cryptocurrency trading and decentralized finance. It covers market language such as bids, asks, liquidity, volatility, and market capitalization; charting and indicators such as candlesticks, ADX, and KDJ; and…

CryptoTechnical indicatorsArbitrageGrid trading
Bitget Academy

This retrospective surveys major cryptocurrency developments from Bitcoin’s launch through August 2025. It highlights market cycles and adoption events, including DeFi’s 2020 expansion, the 2022 failures and Ethereum’s move to proof of stake, regulatory…

CryptoEvent-drivenDeFiVolatility
Bitget Academy

The article proposes connecting League of Legends tournament outcomes, viewership, and team performance with publicly traded gaming and technology companies. Its suggested approach is to monitor the competitive calendar, team results, roster changes, and…

EquitiesEvent-drivenOptionsVolatility