Project Lens is an alpha-level demo. The data sets are incomplete and imbalanced and algorithm parameters are being tuned. Results should thus be considered directional. Want to provide feedback, request features, or collaborate?

github.com/opus111/fastai.jl

GitHub

vs. Baseline Lens Category
N/Ax Mercatus Center Think Tanks
N/Ax Populist Libertarians Culture and Political Economy
N/Ax Arnold Kling's Fantasy Intellectual Teams Culture and Political Economy
N/Ax Crypto Political Economy Crypto
N/Ax Public Goods Funding Crypto
N/Ax Ethereum Crypto
N/Ax Crypto VC Crypto
N/Ax Crypto Angels Crypto
N/Ax Standard Crypto Venture Capital
N/Ax Crypto Journalists Crypto
N/Ax Decentralized Autonomous Organizations (DAOs) Crypto
N/Ax Non-Fungible Tokens (NFTs) Crypto
N/Ax Decentralized Finance (DeFi) Crypto
N/Ax Crypto Investing Crypto
N/Ax Crypto Infrastructure Crypto
N/Ax Decentralized Web Crypto
N/Ax Claremont Institute Culture and Political Economy
N/Ax IDEO Founder Collective Crypto
N/Ax Cosmos Crypto
N/Ax Schumacher Circle Culture and Political Economy
N/Ax Biotech Science
N/Ax Intergovernmental Panel on Climate Change (IPCC) Science
N/Ax Polkadot Crypto
N/Ax Environmental Journalists Culture and Political Economy
N/Ax Climate Solutions Culture and Political Economy
N/Ax Anarachists Culture and Political Economy
N/Ax Social Epistemology Culture and Political Economy
N/Ax Rust Software Engineering
N/Ax Zig Software Engineering
N/Ax Think Tanks system
N/Ax Works in Progress Culture and Political Economy
N/Ax Palladium Magazine Journalism
N/Ax Moderate Conservatism Culture and Political Economy
N/Ax Sutter Hill Ventures Venture Capital
N/Ax Benchmark Capital Venture Capital
N/Ax Index Ventures Venture Capital
N/Ax Homebrew Venture Capital
N/Ax Bessemer Venture Capital
N/Ax Founders Fund Venture Capital
N/Ax Initialized Capital Venture Capital
N/Ax Columbia SIPA Center for Energy Policy Think Tanks
N/Ax Heritage Foundation Think Tanks
N/Ax Eurasia Group Think Tanks
N/Ax RAND Corporation Think Tanks
N/Ax Urban Institute Think Tanks
N/Ax Belfer Center Think Tanks
N/Ax Atlantic Council Think Tanks
N/Ax Asia Society Policy Institute Think Tanks
N/Ax Hudson Institute Think Tanks
N/Ax The Atlantic Journalism
N/Ax Washington Post Journalism
N/Ax The New York Times Journalism
N/Ax The Economist Journalism
N/Ax The Los Angeles Times Journalism
N/Ax The Intercept Journalism
N/Ax A16Z Venture Capital
N/Ax Accel Venture Capital
N/Ax Sequioa Venture Capital
N/Ax Khosla Ventures Venture Capital
N/Ax The Dispatch Journalism
N/Ax The Daily Beast Journalism
N/Ax Techcrunch Journalism
N/Ax The Verge Journalism
N/Ax Wired Journalism
N/Ax Financial Times Journalism
N/Ax Niskanen Center Think Tanks
N/Ax Foreign Policy Journalism
N/Ax Wall Street Journal Journalism
N/Ax Reuters Journalism
N/Ax CNBC Journalism
N/Ax OANN Journalism
N/Ax Newsmax Journalism
N/Ax BuzzFeed Journalism
N/Ax Stat News Journalism
N/Ax The Information Journalism
N/Ax VICE Journalism
N/Ax Recode Journalism
N/Ax Harper's Open Letter Culture and Political Economy
N/Ax RadicalxChange Culture and Political Economy
N/Ax Village Global Venture Capital
N/Ax Effective Altruism Culture and Political Economy
N/Ax Existential Risks Culture and Political Economy
N/Ax Extinction Rebellion Culture and Political Economy
N/Ax Fair Vote Culture and Political Economy
N/Ax Degrowth Culture and Political Economy
N/Ax Ecosocialism Culture and Political Economy
N/Ax Environmental Defense Fund Culture and Political Economy
N/Ax EFF Culture and Political Economy
N/Ax Electronic Privacy Information Center (EPIC) Culture and Political Economy
N/Ax Sierra Clib Culture and Political Economy
N/Ax Black Lives Matter Culture and Political Economy
N/Ax 350.org Culture and Political Economy
N/Ax Ecomodernists Culture and Political Economy
N/Ax Y Combinator Venture Capital
N/Ax Hoover Institution Think Tanks
N/Ax Cato Institute Think Tanks
N/Ax Peterson Institute for International Economics Think Tanks
N/Ax Adam Smith Institute Think Tanks
N/Ax Earth Institute Think Tanks
N/Ax My Climate Journey Venture Capital
N/Ax Persuasion Community Culture and Political Economy
N/Ax Rationality Culture and Political Economy
N/Ax Philosophy Twitter Science
N/Ax ClimateTwitter Science
N/Ax Epidimiology Twitter Science
N/Ax Heterodox Academy Culture and Political Economy
N/Ax Foundation for Individual Rights in Education (FIRE) Culture and Political Economy
N/Ax Bismark Analysis Culture and Political Economy
N/Ax Berggruen Institute Think Tanks
N/Ax Epidemiology Journalism Science
N/Ax Progress Studies Culture and Political Economy
N/Ax Founders Informal Community