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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

3,298 documents

Bitget Academy

The article explains a short-term decline in gold through the interaction of a stronger U.S. dollar, rising Treasury yields, and reduced expectations for near-term Federal Reserve rate cuts. Because gold does not pay interest, higher yields can make it less…

CommoditiesUS marketsSentimentRisk management
Bitget Academy

This beginner guide explains the lifecycle and vocabulary of stablecoin-margined perpetual futures. It distinguishes long and short positions, leverage, opening and maintenance margin, position value, funding, and realized versus unrealized profit and loss.…

CryptoFuturesPerpetual futuresRisk management
Bitget Academy

This procedural guide explains how a Bitget user can create a peer-to-peer trading advertisement. The described setup includes choosing whether to buy or sell, selecting a crypto asset and fiat currency, setting fixed or floating pricing, and entering trade…

CryptoExecutionMarket microstructure
Bitget Academy

The document explains initial margin as the collateral needed to open a futures position and maintenance margin as the minimum collateral needed to keep it open. It relates initial margin to position value and leverage, then describes a tiered…

CryptoFuturesRisk managementPosition sizing
Bitget Academy

The document describes OGCommunity as a Web3 gaming ecosystem and outlines the stated roles of its OGC token. It says members can earn tokens through app and community activity, stake tokens for rewards, and vote on project decisions through a DAO. Other…

CryptoDeFiSpot markets
Bitget Academy

The article connects macroeconomic news and crypto-specific events with market sentiment and prices. It describes July 2022 CPI data as a positive catalyst for crypto, reporting a rise in Bitcoin after the inflation release and gains across Ether and several…

CryptoEvent-drivenSentimentOn-chain data
Bitget Academy

The document reviews Bitcoin’s fourth halving, when the block subsidy fell from 6.25 BTC to 3.125 BTC. It explains why this change can squeeze less efficient miners and increase the importance of transaction fees, while noting that mining responses may…

CryptoOn-chain dataEvent-drivenSentiment
Bitget Academy

The article presents a purported analysis of SpaceX’s planned public offering, covering its stated price and valuation, business segments, share classes, voting control, lockups, and possible supply-chain beneficiaries. It contrasts Starlink’s reported…

EquitiesRisk managementEvent-drivenCrypto
Bitget Academy

The article surveys possible directions for crypto staking, including hybrid consensus designs, cross-chain participation, oracle integrations, and links between staking and decentralized finance. It describes staking services as ways to earn protocol…

CryptoDeFiOn-chain dataRisk management
Bitget Academy

The article describes Solayer as a Solana-based liquidity layer built around sSOL, a yield-bearing token users receive when they delegate SOL. It says sSOL can be directed to decentralized applications to support their operations and potentially earn…

CryptoDeFiSpot markets
Bitget Academy

The article proposes a checklist for assessing a cryptocurrency exchange: review account protections such as two-factor authentication, encryption and cold storage; look for suspicious-activity controls and verifiable proof of reserves; examine any…

CryptoRisk managementMarket microstructure
Bitget Academy

The article outlines several ways crypto holders might seek income during a bear market: staking, short selling, copy trading, referrals, affiliate commissions, and continued education. It explains that proof-of-stake staking can earn rewards for committing…

CryptoSpot marketsRisk management
Bitget Academy

The article explains Bitcoin halving as a roughly four-year protocol event that cuts the block reward in half, slowing the creation of new bitcoin. It describes the April 2024 reduction from 6.25 to 3.125 BTC per block and frames the resulting supply…

CryptoStatisticsRisk management
Bitget Academy

The article describes five crypto fraud patterns: DeFi rug pulls, fake exchanges, impersonation on social media, romance-based investment fraud, and counterfeit wallet apps. For each, it lists warning signs such as anonymous teams, concentrated token…

CryptoDeFiRisk managementOn-chain data
Bitget Academy

The article explains how Bitget offers exposure to commodities through contracts for difference funded in USDT. It names gold, silver, and US and UK crude oil as examples, and describes CFDs as positions that track price changes without transferring…

CommoditiesDerivatives pricingRisk management
Bitget Academy

The document explains Bitcoin mining as the proof-of-work process that validates transactions, adds blocks, and issues rewards. Miners repeatedly generate hashes in search of one that meets the network target; greater computing power improves the chance of…

CryptoRisk managementExecution
Bitget Academy

The document discusses Bitcoin’s rise to $94,700 on April 23 and the $94,000–$95,000 area as a potential resistance zone. It summarizes analyst views that price could consolidate near that range or pull back toward support around $89,000–$90,000 before…

CryptoBreakoutTechnical indicatorsSentiment
Bitget Academy

The article defines stagflation as weak growth occurring alongside inflation and elevated unemployment, and describes why policy responses create competing risks. Monetary easing may support activity while adding inflation pressure, whereas tighter policy…

CryptoRisk managementVolatility
Bitget Academy

The article explains that USDT cannot directly purchase traditional Cencora shares on the NYSE. It outlines the operational bridge: complete identity checks, exchange USDT for fiat currency, withdraw the funds to a bank, and then deposit them with a licensed…

CryptoEquitiesExecutionRisk management
Bitget Academy

This weekly market recap interprets a weaker-than-expected U.S. payroll report alongside stable wage growth and a low unemployment rate. It argues that this combination eased fears of overheating and reduced expectations for near-term Federal Reserve rate…

Multi-assetEquitiesForexCommodities
Bitget Academy

The article assesses Shiba Inu’s October 2025 outlook using chart levels, momentum indicators, on-chain whale activity, token burns, and derivatives sentiment. It frames a support zone near $0.0000096–$0.0000100 as pivotal, with resistance and possible…

CryptoTechnical indicatorsOn-chain dataSentiment
Bitget Academy

The article reviews Palantir’s government and commercial software business, focusing on its AI platform, major contracts, customer growth, and reported financial performance. It describes the company’s Gotham, Foundry, and AIP products, and presents its data…

EquitiesUS marketsMachine learningRisk management
Bitget Academy

The article explains USDe as a synthetic dollar backed by crypto collateral paired with short perpetual futures positions. In principle, gains or losses on collateral are offset by the derivatives hedge, while arbitrage between minting, redemption, and…

CryptoDerivatives pricingPerpetual futuresDeFi