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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
Lumibot strategies
7 documents
QuantRocket
7 documents
Awesome Quant
1 documents

Search the library

5,922 documents

Bitget Academy

The article describes potential advantages of using stablecoins for everyday payments. It argues that a value peg can reduce exposure to the price swings associated with other cryptocurrencies, while blockchain settlement may offer fast transfers without…

CryptoDeFiExecution
Bitget Academy

The article introduces Puffer Finance as an Ethereum liquid restaking protocol and describes three parts of its design: PufETH, UniFi rollups, and UniFi’s preconfirmation service. It explains how liquid restaking aims to let staked ETH support additional…

CryptoDeFi
Bitget Academy

The article discusses why reported demand for newly launched XRP exchange-traded funds did not coincide with an immediate rise in XRP’s price. It attributes the weakness to a broader crypto market decline, the possibility that institutional flows affect…

CryptoSpot marketsOn-chain dataDeFi
Bitget Academy

This article reviews World Liberty Financial’s use of protocol funds to buy back WLFI tokens, following a governance decision to direct fees toward repurchases and burns. It describes the on-chain purchases, their reported immediate effect on price and…

CryptoDeFiOn-chain dataBreakout
Bitget Academy

This review traces stablecoins from their early role as crypto trading instruments through the growth of decentralized finance, the Terra UST collapse, and the expansion of reserve-backed and regulated products. It distinguishes fully reserved coins,…

CryptoDeFiPerpetual futuresOn-chain data
Bitget Academy

The article recounts the October 2022 BNB Chain exploit, in which an attacker used forged withdrawal proofs against the BSC Token Hub bridge to mint and release 2 million BNB. It follows the subsequent borrowing and movement of assets through Venus Protocol…

CryptoDeFiOn-chain dataRisk management
Bitget Academy

The article describes a reported resurgence in Ethereum NFTs during 2025, outlining market activity, drivers of renewed interest, collections to watch, and the emergence of NFT treasuries. It points to July market capitalization and trading-volume figures,…

CryptoOn-chain dataDeFi
Bitget Academy

The article outlines Hong Kong’s e-HKD research and development, describing a two-tier model with a wholesale system for issuance and interbank transactions and a retail system for public circulation. It traces earlier wholesale CBDC work through…

CryptoFixed incomeDeFiMarket microstructure
Bitget Academy

The article introduces Avalanche as a proof-of-stake blockchain intended to support scalable applications, smart contracts, and custom networks. It explains the roles of its three built-in chains: the X-Chain for creating and trading digital assets, the…

CryptoDeFiPortfolio construction
Bitget Academy

The article profiles US Reserve For Natural Resources (USNRN), a Solana meme coin whose branding invokes US oil, gas, gold, and silver reserves. It explains that the token is an SPL asset with a stated fixed supply of one billion, reportedly minted in full,…

CryptoOn-chain dataDeFiRisk management
Bitget Academy

The article defines a Universal Exchange as a platform model that brings centralized crypto trading, decentralized tokens, and traditional or tokenized assets into one interface. It contrasts centralized exchanges, which emphasize convenience, with…

CryptoMulti-assetExecutionDeFi
Bitget Academy

The document describes Money Dogs as a Telegram-based play-to-earn project on the TON blockchain, with automated token accumulation, staking, and in-game rewards. It lists proposed uses for MDOGS, including rewards, staking, and community activities, and…

CryptoDeFiSpot marketsVolatility
Bitget Academy

This introductory overview explains cryptocurrencies through Bitcoin’s blockchain, describing cryptographic transaction records, decentralization, and Bitcoin’s fixed supply as reasons people view it as censorship resistant and a store of value. It also…

CryptoDeFiOn-chain data
Bitget Academy

Aligned is described as an Ethereum infrastructure suite for fintech firms, institutions, and developers. Its services include zero-knowledge proof aggregation, rollup and wallet infrastructure, a RISC-V zero-knowledge virtual machine, and planned…

CryptoDeFiRisk management
Bitget Academy

The article frames LINEA’s outlook around the large token airdrop, the sharp post-listing selloff, and subsequent measures intended to revive activity. It points to circulating supply, active addresses, transaction counts, total value locked, and competition…

CryptoOn-chain dataSentimentDeFi
Bitget Academy

The document explains Drift as a Solana-based decentralized exchange offering spot trading with margin, perpetual futures, borrowing and lending, and passive liquidity provision. It describes three sources of trade liquidity: short auctions where market…

CryptoPerpetual futuresMarket microstructureExecution
Bitget Academy

The article explains a proposed Uniswap governance and tokenomics overhaul called UNIfication. Its mechanisms include activating protocol fees, using collected fees to buy and burn UNI, a proposed one-time burn of 100 million tokens, and routing future fees…

CryptoDeFiRisk management
Bitget Academy

This account describes the November 2023 exploit of KyberSwap Elastic liquidity pools, in which approximately $48.8 million in user funds was reportedly drained across multiple chains. It recounts the protocol's warning to withdraw funds, the sharp decline…

CryptoDeFiOn-chain dataRisk management
Bitget Academy

The article explains why blockchains, which rely on deterministic execution and shared consensus, generally cannot directly access outside information. An oracle acts as an interface that supplies external data to smart contracts or carries blockchain…

CryptoDeFiOn-chain data
Bitget Academy

The document explains why staking platforms impose lockup periods and how those terms affect a holder’s choices. It describes staking as a way to support network security, transaction validation, and governance, while noting that longer commitments may be…

CryptoDeFiRisk management
Bitget Academy

The article presents Zircuit as an EVM-compatible Layer 2 rollup that batches transactions away from the main chain and uses zero-knowledge proofs to demonstrate their validity. It describes a workflow in which sequencers collect and order transactions,…

CryptoMarket microstructureRisk managementDeFi
Bitget Academy

The article describes Tomarket as a Telegram-based marketplace for crypto and other assets, and explains that users can link a non-custodial Bitget Wallet through the Telegram mini app to manage assets within that environment. It reports rapid adoption after…

CryptoSpot marketsExecutionDeFi
Bitget Academy

The article describes Blum as a Telegram Mini App combining multichain token trading, a token launchpad, peer-to-peer fiat access, educational content, and activity-based points. It presents the service as a way to simplify token discovery and trading for…

CryptoDeFiSpot marketsOn-chain data