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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
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

4,613 documents

Bitget Academy

The article explains why a correct market direction call may still produce a poor result in leveraged CFD trading. It identifies five execution problems: entering before a move is confirmed, choosing a position too large to hold through fluctuations, closing…

ExecutionRisk managementPosition sizingFutures
Bitget Academy

This platform guide describes two ways to use Strategy Plaza: purchase individual strategies or subscribe to a strategist and access strategies they publish. It outlines browsing and filtering strategies, reviewing strategist performance information, paying…

CryptoFuturesRisk managementPosition sizing
Bitget Academy

The document compares ways to gain blockchain-sector exposure through publicly traded companies, thematic ETFs, and platforms that may also provide cryptocurrency access. It describes company categories such as exchanges, miners, and infrastructure…

EquitiesCryptoPortfolio constructionRisk management
Bitget Academy

The document explains two ways to size Bitget CFD copy trades. In fixed-ratio mode, the copier’s lot size is based on the equity ratio between the copier and the lead trader, then rounded down to the instrument’s minimum volume step. Fixed-lot mode instead…

CryptoPosition sizingRisk managementExecution
Bitget Academy

Dollar-cost averaging (DCA) means investing a set amount at regular intervals instead of committing the full allocation at one time. The article presents it as a way to build exposure gradually, reduce dependence on choosing a single entry point, and support…

CryptoPosition sizingRisk managementStatistics
Bitget Academy

The article explains lot size as the number of contract units in a CFD position, with contract specifications defining how much underlying exposure one lot represents. Since specifications differ across instruments, the same lot count can correspond to very…

Position sizingRisk managementForexCommodities
Bitget Academy

The article examines BXX, the token associated with Baanx’s crypto payment infrastructure and partner card programs. It outlines token uses including fee discounts, borrowing benefits, cashback, staking, and governance, and describes Baanx supporting both…

CryptoSpot marketsRisk managementPosition sizing
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

This article outlines a stock selection process that combines financial screening, company research, portfolio construction, and periodic review. It proposes examining growth, profitability, returns on equity, debt, valuation, and free cash flow, then…

EquitiesFactor investingPortfolio constructionPosition sizing
Bitget Academy

The document explains how CFD copy trading mirrors a lead trader’s positions, with sizing based on the follower’s equity and options such as fixed amounts, multipliers, and individual stop-loss settings. It emphasizes that copying trades does not remove the…

Risk managementPosition sizingExecutionForex
Bitget Academy

The guide compares owning individual company shares with investing through index-tracking funds. It explains that a single stock exposes an investor to company-specific outcomes, while a fund spreads exposure across many holdings. It also contrasts the…

EquitiesPortfolio constructionRisk managementPosition sizing
Bitget Academy

The document outlines factors that affect Bitcoin mining economics: hardware efficiency, electricity costs, Bitcoin’s price, and network difficulty. It notes that the 2024 halving reduced the block reward, increasing the importance of efficient equipment and…

CryptoRisk managementPosition sizing
Bitget Academy

The article discusses Bitcoin’s move above $44,000 and attributes market optimism to anticipated spot ETF decisions, the scheduled 2024 halving, bullish media commentary, and possible institutional or national investment. It explains the halving as a…

CryptoSpot marketsRisk managementPosition sizing
Bitget Academy

This beginner guide compares ways to gain exposure to gold: bullion and coins, exchange-traded funds, mutual funds, sovereign gold bonds, mining shares, and digital gold platforms. For each, it describes ownership structure, access, liquidity, income…

CommoditiesPortfolio constructionRisk managementPosition sizing
Bitget Academy

The article distinguishes bankruptcy price, where losses consume the trader’s collateral, from liquidation price, where the exchange begins closing the position. It explains that liquidation occurs earlier to leave a buffer for the exchange’s liquidation…

CryptoPerpetual futuresRisk managementPosition sizing
Bitget Academy

This guide compares two ways to size copied CFD trades across markets such as forex, gold, indices, and commodities. Fixed-ratio sizing scales the expert’s opening lot by the ratio of follower equity to expert equity, with the follower’s equity including…

ForexCommoditiesPosition sizingRisk management
Bitget Academy

The article explains how margin supports leveraged derivatives trading and describes initial, maintenance, variation, available, and risk margin. Initial margin is collateral required to open a position; maintenance margin is the lower threshold that must be…

CryptoFuturesRisk managementPosition sizing
Bitget Academy

The article frames a crypto downturn as a period of uncertainty influenced by trade tensions, tariff concerns, and disagreement over interest-rate policy. It recommends shifting attention from short-term charts to weekly or monthly views, while describing…

CryptoRisk managementPosition sizingSentiment
Bitget Academy

The document explains why copying CFD trades can expose an account to liquidation even when the expert trader remains in a position. Leverage, account-size differences, and the fact that the expert’s stop-loss settings do not automatically carry over can…

Risk managementPosition sizingForex
Bitget Academy

This beginner guide describes ways to buy Bitcoin through exchanges, payment services, ATMs, and mainstream brokerages. It explains that buyers can purchase fractions of a coin and compares convenience with limits such as fees, purchase restrictions, and…

CryptoSpot marketsRisk managementPosition sizing
Bitget Academy

The document surveys exchange based crypto yield products, including fixed and flexible savings, proof of stake staking, launch pools, token staking pools, dual investment, structured products, crypto loans, and scheduled auto-investing. It explains basic…

CryptoRisk managementPosition sizingPortfolio construction
Bitget Academy

This explainer describes a futures risk-control framework that combines absolute notional caps with limits tied to platform open interest. The open-interest calculation applies a 0.5 multiplier because the platform counts both long and short positions in…

CryptoFuturesRisk managementPosition sizing
Bitget Academy

The document explains a spot Martingale bot that starts with an initial purchase after a trigger condition. If price falls by specified increments, the bot places additional buy orders to lower the position’s average cost. It then sells the accumulated…

CryptoSpot marketsMean reversionRisk management
Bitget Academy

The article distinguishes weekday extended-hours equity sessions from true weekend access through continuously traded crypto and tokenized assets. It compares traditional brokers and crypto-enabled platforms by available assets, hours, and fees, and explains…

CryptoEquitiesMarket microstructureRisk management