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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

4,613 documents

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 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

The article explains how forced liquidation differs from a planned stop loss: liquidation occurs when losses erode equity until the platform’s margin threshold is reached, while a stop lets the trader choose an exit in advance. It stresses that margin is…

Risk managementPosition sizingExecutionVolatility
Bitget Academy

The article frames a month-long Strait of Hormuz closure as a potential shift from a temporary oil price spike to a structural supply crisis. It cites estimated supply losses, shortages and flight cancellations as signs of physical disruption and demand…

CommoditiesFuturesEvent-drivenRisk management
Bitget Academy

This beginner guide presents technical analysis as a way to assess current probabilities rather than predict prices with certainty. It discusses support and resistance, breakouts, price channels, and retracements, while recommending patience and regularly…

CryptoTechnical indicatorsRisk managementPosition sizing
Bitget Academy

The document explains recurring crypto purchases as an automated form of dollar-cost averaging: invest a fixed amount on a regular schedule, regardless of current price. Because a fixed contribution buys more units when prices are lower and fewer when prices…

CryptoSpot marketsPosition sizingRisk management
Bitget Academy

The document offers practical checks for selecting spot copy traders and deciding how much capital to allocate. It recommends looking for traders using real funds, reviewing longer-term performance, beginning with a small allocation, and spreading funds…

CryptoSpot marketsRisk managementPosition sizing
Bitget Academy

This guide surveys factors that can influence an individual stock’s price, using Eightco as its example. It covers earnings, revenue composition, competition, regulation, growth plans, institutional ownership, short interest, chart levels, moving averages,…

EquitiesTechnical indicatorsRisk managementPosition sizing
Bitget Academy

The guide explains why leveraged CFD copy trading can lead to liquidation even when a user follows an experienced trader. Copied positions expose the follower to leverage and adverse price moves, while several concurrent strategies can concentrate exposure.…

CryptoRisk managementPosition sizingExecution
Bitget Academy

The document explains how fractional share orders can give eligible users exposure to U.S.-listed stocks and ETFs without buying whole shares. It describes order sizes beginning at 0.0001 shares and supported investments starting at 10 USDT, while noting…

EquitiesUS marketsPosition sizingExecution
Bitget Academy

The article adapts conventional equity screening to leveraged U.S. stock derivatives, emphasizing that these products track price movements without giving the trader ownership of shares. It recommends comparing price-to-earnings, price-to-book, and…

EquitiesFuturesTechnical indicatorsRisk management
Bitget Academy

The document explains how a crypto short works: borrow an asset, sell it, then buy it back later to return it. The gain comes from a lower repurchase price, less fees. It also describes futures as a way to take a bearish position without owning the…

CryptoFuturesRisk managementPosition sizing
Bitget Academy

The document assesses Novo Nordisk after CagriSema failed to match Eli Lilly’s Zepbound in a head-to-head obesity drug trial. It connects the reported efficacy gap and resulting share-price fall to concerns about pipeline prospects and competition, while…

EquitiesEvent-drivenTechnical indicatorsRisk management
Bitget Academy

The article presents several behavioral lessons for traders after a loss. It argues that success does not require being right on every trade: accepting an error early can help a trader reassess and move on. It recommends thinking in probabilities rather than…

Risk managementPosition sizingStatistics
Bitget Academy

The article explains how Bitcoin’s scheduled block reward reduction may affect miner economics, network activity, and market supply. It highlights miners’ financing and reserve sales, fee revenue from ordinal inscriptions, scaling efforts such as layer 2…

CryptoEvent-drivenMomentumRisk management
Bitget Academy

The document explains a recurring spot-purchase bot for long-term crypto accumulation. A user chooses an asset, a fixed purchase amount, and a schedule, such as buying at a regular weekly or monthly interval. The described Auto-Invest+ feature then transfers…

CryptoSpot marketsPosition sizingRisk management
Bitget Academy

The document explains how index contracts for difference provide exposure to broad equity benchmarks without ownership of their constituent stocks. It describes taking long or short positions with margin and outlines a USDT-funded trading workflow: activate…

EquitiesDerivatives pricingRisk managementPosition sizing
Bitget Academy

The document presents a risk-management framework for trading gold CFDs. It explains how leverage magnifies profit and loss on the full notional exposure, and reviews spreads, overnight financing, slippage, and the added execution uncertainty around volatile…

Risk managementPosition sizingVolatilityExecution
Bitget Academy

The document explains three common CFD trading errors: taking positions that are too large, holding losing trades in hope of a reversal, and entering without a stop loss. It recommends starting with small positions, deciding the acceptable loss before entry,…

Risk managementPosition sizing
Bitget Academy

The guide explains why CFD prices and execution conditions can change around market sessions. At the open, news accumulated during a closure can produce a gap, while concentrated orders and incomplete liquidity can increase short-term volatility and widen…

ExecutionMarket microstructureRisk managementPosition sizing
Bitget Academy

The article explains a position-sizing method for contracts for difference: first choose the amount of account capital to risk, then set a stop-loss, and divide the risk amount by the loss per unit at that stop. Its worked gold example applies a 2% account…

Position sizingRisk managementFutures
Bitget Academy

The article describes Algorand’s proof-of-stake design and presents holding ALGO in a non-custodial wallet as a way to earn rewards without delegating to a validator. It names Ledger, Binance, MyAlgo, and Coinbase as ways to stake or access rewards, and…

CryptoPosition sizingRisk management
Bitget Academy

This app guide surveys ways to put crypto holdings to work through an exchange’s Earn products. It distinguishes flexible savings, which permits withdrawal at any time, from fixed-term savings, which locks funds for a stated period and may offer a higher…

CryptoVolatilityRisk managementPosition sizing
Bitget Academy

The article describes Rize as a goal-based micro-investing service that funds ETF portfolios through purchase round-ups and scheduled deposits. It says portfolios span domestic and international equities, bonds, and real estate, with allocations matched to…

Multi-assetPortfolio constructionRisk managementPosition sizing