Skip to content

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

9,797 documents

Bitget Academy

This market bulletin summarizes a single day’s cryptocurrency price action, highlighting broad market capitalization and volume changes, Bitcoin’s trading range, selected altcoin moves, and the largest reported gainers and losers. It also gives brief…

CryptoFuturesMarket microstructureSentiment
Bitget Academy

The article presents a practical framework for diagnosing futures grid bot behavior and matching settings to market conditions. It links low fill activity to range width or grid spacing, rapid margin use to leverage and range choices, poor trend performance…

FuturesGrid tradingRisk managementExecution
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 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
Bitget Academy

This market-news analysis describes Bitcoin’s sharp December 11, 2023 decline and rebound, alongside reported liquidations across crypto markets. It highlights the losses concentrated in leveraged Bitcoin positions and notes that Ether, Solana, XRP, and…

CryptoFuturesVolatilityMarket microstructure
Bitget Academy

The document explains quanto perpetual futures, which track an asset quoted in a local currency while using another currency, commonly USDT, for margin and profit-and-loss settlement. It contrasts this structure with linear and inverse perpetuals, describes…

CryptoFuturesPerpetual futuresForex
Bitget Academy

The document compares USDT- and USDC-margined perpetual futures with coin-margined perpetual and delivery contracts. Stablecoin-margined contracts calculate notional value, margin, and profit or loss in a stablecoin, which the article presents as easier to…

CryptoFuturesPerpetual futuresDerivatives pricing
Bitget Academy

This dated market bulletin reports cryptocurrency spot prices, daily gainers and losers, aggregate futures activity, open interest, Bitcoin’s share of open interest, and a long-short ratio. It offers a compact example of the indicators commonly used to…

CryptoFuturesStatisticsSentiment
Bitget Academy

This dated market bulletin summarizes cryptocurrency spot and futures conditions for a single day. It reports changes in aggregate market capitalization and trading volume, Bitcoin and Ether price movements, selected altcoin gainers and losers, and the range…

CryptoFuturesSpot marketsMarket microstructure
Bitget Academy

The document explains that Bitget CFD orders are routed to external liquidity providers and filled at available prices when execution occurs. It distinguishes the displayed or trigger price from the final average fill and defines positive slippage as a…

ExecutionMarket microstructureRisk managementPosition sizing
Bitget Academy

The document explains futures liquidity through order-book depth, bid-ask spreads, and slippage. Deeper books and narrower spreads can make it easier to enter or exit positions with less price impact, while thin books may require large orders to trade across…

CryptoFuturesExecutionMarket microstructure
Bitget Academy

This guide explains how common futures orders behave and how their execution conditions affect price certainty, speed, and risk. Market orders seek immediate execution at available prices, so volatile conditions can produce slippage or partial fills. Limit…

FuturesExecutionMarket microstructureRisk management
Bitget Academy

The guide explains three ways to access gold price exposure on Bitget: spot tokens backed by physical reserves, perpetual futures, and CFDs. It contrasts holding a gold-backed token with using derivatives that provide long or short exposure without…

CommoditiesSpot marketsFuturesRisk management
Bitget Academy

This guide distinguishes three ways to access Tesla-linked exposure on Bitget: real shares through a securities account, the rTSLA tokenized product, and TSLAUSDT perpetual futures. It explains that these products differ in ownership, settlement, trading…

EquitiesFuturesExecutionRisk management
Bitget Academy

The document explains funding rates in crypto perpetual futures as a combination of an interest component and a premium linked to the gap between the contract price and the mark price. A positive rate signals the perpetual contract is above the mark price,…

CryptoFuturesPerpetual futuresCarry
Bitget Academy

The document explains two ways to manage positions in a futures contract. Hedging mode permits simultaneous long and short positions in the same pair; one-way mode nets activity into a single direction. It illustrates how long and short quantities can…

FuturesRisk managementPosition sizingExecution
Bitget Academy

This weekly market update links U.S. regulatory headlines around spot Bitcoin ETF applications and the Ripple case with a Bitcoin rally and stronger spot trading activity. It reports price and volume moves across Bitcoin, SOL, XRP, BGB, and several smaller…

CryptoSpot marketsFuturesSentiment
Bitget Academy

The article frames Brent crude price risk around uncertain Iran-Israel tensions, U.S. diplomacy, possible Israeli military action, and shipping constraints at the Strait of Hormuz. It argues that negotiation progress could reduce the geopolitical risk…

CommoditiesFuturesEvent-drivenBreakout
Bitget Academy

The article explains how USDe can be used as collateral for coin-margined futures on Bitget. It describes inverse futures as products quoted and settled in cryptocurrency, then presents USDe as a synthetic dollar backed by crypto assets and short futures…

CryptoFuturesPerpetual futuresRisk management
Bitget Academy

This dated market bulletin summarizes cryptocurrency spot and futures activity on November 23, 2022. It reports broad market capitalization and volume changes, Bitcoin’s recent range and price, selected altcoin performance, and the largest listed gainers and…

CryptoFuturesSpot marketsSentiment
Bitget Academy

The document describes BGBTC, a Bitget product that represents BTC at a stated 1:1 conversion ratio and is designed to accrue yield denominated in BTC. It outlines a subscription and redemption process, daily yield accrual and distribution timing, and…

CryptoFuturesCarryRisk management
Bitget Academy

This market bulletin reports a single day’s crypto spot and futures conditions. It gives broad market capitalization and volume changes, Bitcoin and Ethereum price moves, selected altcoin activity, and the day’s largest reported gainers and losers. Its…

CryptoFuturesSpot marketsMarket microstructure