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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

9,797 documents

Bitget Academy

This dated market bulletin summarizes crypto spot and futures activity for January 16, 2023. It reports changes in aggregate market capitalization and trading volume, a 24-hour Bitcoin price range and quoted price, and selected token gainers and losers. The…

CryptoFuturesMarket microstructureSentiment
Bitget Academy

The guide compares three routes to SpaceX-linked exposure on Bitget: rSPCX tokenized exposure purchased with USDT, SPCXUSDT perpetual futures, and real SPCX shares through Stock+ where supported. It distinguishes the products by ownership, funding, trading…

CryptoEquitiesFuturesPerpetual futures
Bitget Academy

The article explains Polymarket’s stated return to the U.S. market following an amended CFTC Order of Designation in November 2025. It describes prediction-market contracts as event-linked yes/no positions priced between zero and one dollar, with settlement…

CryptoFuturesEvent-drivenSentiment
Bitget Academy

This weekly newsletter reviews crypto market conditions from late September to early October 2023. It compares BGB’s reported price behavior and liquidity with larger cryptocurrencies, notes a rise in Ether trading volume ahead of the expected launch of nine…

CryptoFuturesVolatilityMarket microstructure
Bitget Academy

The article introduces GMMEME, a Bitget perpetual futures contract tracking a GMCI index of leading memecoins, including Dogecoin, Shiba Inu, and Pepe. It describes the index as rebalanced monthly and presents the contract as a single instrument for taking…

CryptoFuturesPerpetual futuresVolatility
Bitget Academy

This daily exchange update summarizes broad crypto market conditions on November 16, 2022, then reports spot prices, leading token gainers and losers, and futures positioning. It gives a dated snapshot of market capitalization and trading volume, Bitcoin and…

CryptoFuturesSpot marketsSentiment
Bitget Academy

The guide describes perpetual contracts that track stocks and commodities while using crypto-style margin and funding mechanisms. These contracts do not expire, and the article presents them as a way to gain leveraged exposure using stablecoin collateral…

FuturesCommoditiesEquitiesRisk management
Bitget Academy

This monthly market review compares BGB’s August performance with major cryptocurrencies and describes broader market conditions. It reports weak crypto fundraising, selling pressure in Bitcoin funds, large on-chain Bitcoin transfers, and Ethereum futures…

CryptoMomentumStatisticsSpot markets
Bitget Academy

The article contrasts Cathie Wood’s positive comments on Bitcoin and Solana with Binance’s legal settlement and leadership change. It reports that Wood praised Solana’s speed and cost and forecast a long-term Bitcoin price range, followed by short-term gains…

CryptoFuturesPerpetual futuresSentiment
Bitget Academy

This daily market bulletin records spot and futures conditions on September 28, 2022. It reports a lower total crypto market capitalization alongside higher 24-hour trading volume, then gives Bitcoin and Ethereum price declines, selected altcoin moves, BGB’s…

CryptoSpot marketsFuturesMarket microstructure
Bitget Academy

The guide states that Bitget’s minimum gold CFD position is 0.01 lots and contrasts that product with the XAUT/USDT spot pair and commodity futures, including crude oil. It explains the basic distinction between using a small CFD position with margin and…

CommoditiesFuturesSpot marketsRisk management
Bitget Academy

This market bulletin records a snapshot of crypto prices, trading activity, and sentiment at 3:30 AM UTC on July 19, 2023. It reports global market capitalization and 24-hour volume, selected spot prices and changes, and the Fear and Greed Index. The spot…

CryptoFuturesSpot marketsSentiment
Bitget Academy

This weekly newsletter discusses BGB’s price and volume, broader crypto market moves, Federal Reserve guidance, and the delayed Mt. Gox repayments. Its BGB commentary cites a weekly return, a rebound into Bollinger Bands after a price dip, an…

CryptoTechnical indicatorsMomentumFutures
Bitget Academy

The article explains a spot-and-perpetual hedge for tokenized stocks: hold an rToken such as rNVDA and short the matching Stock Perp. The aim is to reduce directional exposure while seeking returns from funding payments, spot-perpetual basis convergence, or…

EquitiesFuturesArbitragePerpetual futures
Bitget Academy

The document surveys platform categories and supporting tools for high-frequency trading across equities, futures, options, and digital assets. It discusses broker and exchange APIs, software environments, market-data processing, and execution…

High-frequency tradingExecutionMarket microstructureRisk management
Bitget Academy

The document explains Bitget’s USDT-settled perpetual futures linked to precious metals. It distinguishes index-based contracts such as XAU and XAG, which reference traditional market prices, from token-linked contracts such as XAUT and PAXG. It also…

CommoditiesFuturesPerpetual futuresDerivatives pricing
Bitget Academy

The document describes slot accounting for a platform’s private CFD copy trading projects. A copier occupies a slot after successfully joining through a referral link or password, and canceling the copy trade does not return that slot. Deleting a referral…

FuturesExecutionRisk management
Bitget Academy

This dated market bulletin summarizes spot and futures conditions using reported price changes, trading ranges, volume, open interest, funding, and a Bitcoin long/short ratio. It notes Bitcoin and Ethereum declines, continued altcoin recovery after a weekend…

CryptoSpot marketsFuturesMarket microstructure
Bitget Academy

The article explains that leverage increases notional exposure relative to posted margin but does not improve a strategy’s ability to predict prices. As a result, ordinary adverse price moves affect account equity more sharply and can lead to margin pressure…

Risk managementPosition sizingVolatilityExecution
Bitget Academy

The document compares futures grid and martingale bots by the market conditions each is intended to handle. A grid bot places buy and sell orders inside a chosen price range, aiming to collect gains from repeated oscillations. The article favors it for…

CryptoFuturesGrid tradingMean reversion
Bitget Academy

This brief account attributes an exchange’s growth during the post-FTX crypto downturn to increased derivatives market share, rising transaction volume associated with copy trading, and workforce expansion. It also describes its security posture through…

CryptoFuturesMarket microstructureRisk management
Bitget Academy

This market bulletin summarizes a single day of crypto trading conditions. It reports overall market capitalization and volume, Bitcoin and Ethereum price changes, spot activity, selected altcoin gainers and losers, and BGB’s daily range. It also describes…

CryptoFuturesSpot marketsSentiment
Bitget Academy

The document introduces cash-settled perpetual futures tied to indices of H100 and B200 GPU rental prices. The indices are described as standardized averages of quotes from multiple cloud and compute providers, with differences such as region and rental…

FuturesCryptoPerpetual futuresMarket microstructure
Bitget Academy

The document compares four ways to manage large orders on exchange order books. TWAP divides a parent order into smaller orders executed at intervals, reducing the amount sent at once while exposing the trader to price changes over the execution window.…

ExecutionMarket microstructureRisk managementFutures