Datasets:
Download metadata/fields.json from FlippyDora/OpenFrontiers: direct link, hf CLI and curl.
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https://huggingface.co/datasets/FlippyDora/OpenFrontiers/resolve/main/metadata/fields.json
- Command line
-
hf download hf://datasets/FlippyDora/OpenFrontiers/metadata/fields.json
-
curl -L -o fields.json https://huggingface.co/datasets/FlippyDora/OpenFrontiers/resolve/main/metadata/fields.json
7.66 kB
| [ | |
| { | |
| "id": 1, | |
| "slug": "number-theory", | |
| "name": "Number theory", | |
| "discipline": "mathematics", | |
| "blurb": "Primes, Diophantine equations, L-functions — the field with the highest ratio of easily stated to hopelessly hard.", | |
| "sortOrder": 10 | |
| }, | |
| { | |
| "id": 2, | |
| "slug": "combinatorics", | |
| "name": "Combinatorics", | |
| "discipline": "mathematics", | |
| "blurb": "Extremal and additive questions about finite structures, where a single clever construction can end a decades-old problem.", | |
| "sortOrder": 11 | |
| }, | |
| { | |
| "id": 3, | |
| "slug": "graph-theory", | |
| "name": "Graph theory", | |
| "discipline": "mathematics", | |
| "blurb": "Colourings, minors, expansion and the conjectures that organise them.", | |
| "sortOrder": 12 | |
| }, | |
| { | |
| "id": 4, | |
| "slug": "analysis", | |
| "name": "Analysis", | |
| "discipline": "mathematics", | |
| "blurb": "Harmonic analysis, operator theory and the fine structure of functions and spectra.", | |
| "sortOrder": 13 | |
| }, | |
| { | |
| "id": 5, | |
| "slug": "partial-differential-equations", | |
| "name": "Partial differential equations", | |
| "discipline": "mathematics", | |
| "blurb": "Regularity, blow-up and long-time behaviour of the equations of physics.", | |
| "sortOrder": 14 | |
| }, | |
| { | |
| "id": 6, | |
| "slug": "geometry-and-topology", | |
| "name": "Geometry and topology", | |
| "discipline": "mathematics", | |
| "blurb": "Manifolds, knots, packings and the stubborn gap between the smooth and the topological.", | |
| "sortOrder": 15 | |
| }, | |
| { | |
| "id": 7, | |
| "slug": "algebra", | |
| "name": "Algebra", | |
| "discipline": "mathematics", | |
| "blurb": "Groups, rings and the representation theory that keeps them honest.", | |
| "sortOrder": 16 | |
| }, | |
| { | |
| "id": 8, | |
| "slug": "probability", | |
| "name": "Probability", | |
| "discipline": "mathematics", | |
| "blurb": "Random walks, percolation and scaling limits — where physics intuition outruns proof by decades.", | |
| "sortOrder": 17 | |
| }, | |
| { | |
| "id": 9, | |
| "slug": "dynamical-systems", | |
| "name": "Dynamical systems", | |
| "discipline": "mathematics", | |
| "blurb": "Iteration, ergodic theory and the geometry of long-run behaviour.", | |
| "sortOrder": 18 | |
| }, | |
| { | |
| "id": 10, | |
| "slug": "logic-and-foundations", | |
| "name": "Logic and foundations", | |
| "discipline": "mathematics", | |
| "blurb": "Set theory, model theory and the limits of what axioms decide.", | |
| "sortOrder": 19 | |
| }, | |
| { | |
| "id": 11, | |
| "slug": "computational-complexity", | |
| "name": "Computational complexity", | |
| "discipline": "computer-science", | |
| "blurb": "What can be computed with bounded resources. Home of the discipline's largest embarrassments.", | |
| "sortOrder": 30 | |
| }, | |
| { | |
| "id": 12, | |
| "slug": "algorithms", | |
| "name": "Algorithms and data structures", | |
| "discipline": "computer-science", | |
| "blurb": "Upper bounds: the running times we can achieve, and the ones we cannot rule out.", | |
| "sortOrder": 31 | |
| }, | |
| { | |
| "id": 13, | |
| "slug": "cryptography", | |
| "name": "Cryptography", | |
| "discipline": "computer-science", | |
| "blurb": "Security reductions and the hardness assumptions the modern internet is standing on.", | |
| "sortOrder": 32 | |
| }, | |
| { | |
| "id": 14, | |
| "slug": "computational-geometry", | |
| "name": "Computational geometry", | |
| "discipline": "computer-science", | |
| "blurb": "Points, distances and arrangements, counted and computed.", | |
| "sortOrder": 33 | |
| }, | |
| { | |
| "id": 15, | |
| "slug": "learning-theory", | |
| "name": "Learning theory", | |
| "discipline": "machine-learning", | |
| "blurb": "Sample complexity, regret and the formal limits of learning from data. Source of the COLT open-problem track.", | |
| "sortOrder": 50 | |
| }, | |
| { | |
| "id": 16, | |
| "slug": "optimization", | |
| "name": "Optimization", | |
| "discipline": "machine-learning", | |
| "blurb": "Convergence rates, landscapes and the complexity of finding a good point.", | |
| "sortOrder": 51 | |
| }, | |
| { | |
| "id": 17, | |
| "slug": "deep-learning-theory", | |
| "name": "Deep learning theory", | |
| "discipline": "machine-learning", | |
| "blurb": "Why the methods that work in practice work at all — the field's largest open questions are still qualitative.", | |
| "sortOrder": 52 | |
| }, | |
| { | |
| "id": 18, | |
| "slug": "high-dimensional-statistics", | |
| "name": "High-dimensional statistics", | |
| "discipline": "statistics", | |
| "blurb": "Estimation when the number of parameters rivals the number of samples, and the computational price of it.", | |
| "sortOrder": 60 | |
| }, | |
| { | |
| "id": 19, | |
| "slug": "quantum-information", | |
| "name": "Quantum information", | |
| "discipline": "physics", | |
| "blurb": "Entanglement, channels and the structure of quantum correlations. Unusually rich in crisply stated problems.", | |
| "sortOrder": 70 | |
| }, | |
| { | |
| "id": 20, | |
| "slug": "mathematical-physics", | |
| "name": "Mathematical physics", | |
| "discipline": "physics", | |
| "blurb": "Rigorous foundations for the models physicists already trust.", | |
| "sortOrder": 71 | |
| }, | |
| { | |
| "id": 21, | |
| "slug": "condensed-matter", | |
| "name": "Condensed matter", | |
| "discipline": "physics", | |
| "blurb": "Phases of matter, and the many-body models nobody can solve.", | |
| "sortOrder": 72 | |
| }, | |
| { | |
| "id": 43, | |
| "slug": "mathematics-general", | |
| "name": "Mathematics · general", | |
| "discipline": "mathematics", | |
| "blurb": "Mathematical questions awaiting a more specific subject classification.", | |
| "sortOrder": 29 | |
| }, | |
| { | |
| "id": 44, | |
| "slug": "mathematical-biology", | |
| "name": "Mathematical biology", | |
| "discipline": "biology", | |
| "blurb": "Mathematical models of biological and other natural systems.", | |
| "sortOrder": 60 | |
| }, | |
| { | |
| "id": 45, | |
| "slug": "mathematical-economics", | |
| "name": "Mathematical economics and game theory", | |
| "discipline": "economics", | |
| "blurb": "Equilibria, games, and mathematical models of social systems.", | |
| "sortOrder": 70 | |
| }, | |
| { | |
| "id": 46, | |
| "slug": "control-and-information", | |
| "name": "Control and information theory", | |
| "discipline": "mathematics", | |
| "blurb": "Control systems, stability, communication, and information.", | |
| "sortOrder": 19 | |
| }, | |
| { | |
| "id": 143, | |
| "slug": "astronomy", | |
| "name": "Astronomy and solar physics", | |
| "discipline": "astronomy", | |
| "blurb": "Planet formation, stellar activity and the physical universe.", | |
| "sortOrder": 80 | |
| }, | |
| { | |
| "id": 144, | |
| "slug": "evolution-and-origins", | |
| "name": "Evolution and origins of life", | |
| "discipline": "biology", | |
| "blurb": "The emergence of living systems and the mechanisms of evolutionary change.", | |
| "sortOrder": 81 | |
| }, | |
| { | |
| "id": 145, | |
| "slug": "neuroscience", | |
| "name": "Neuroscience", | |
| "discipline": "biology", | |
| "blurb": "Neural mechanisms of perception, learning, memory and behavior.", | |
| "sortOrder": 82 | |
| }, | |
| { | |
| "id": 146, | |
| "slug": "chemical-sciences", | |
| "name": "Chemical sciences", | |
| "discipline": "chemistry", | |
| "blurb": "Molecular structure, reaction mechanisms and chemical origins.", | |
| "sortOrder": 83 | |
| }, | |
| { | |
| "id": 147, | |
| "slug": "earth-sciences", | |
| "name": "Earth sciences", | |
| "discipline": "geoscience", | |
| "blurb": "Earth's interior, landscape evolution and climate dynamics.", | |
| "sortOrder": 84 | |
| }, | |
| { | |
| "id": 148, | |
| "slug": "statistical-inference", | |
| "name": "Statistical inference", | |
| "discipline": "statistics", | |
| "blurb": "Reliable inference, testing and uncertainty under dependence.", | |
| "sortOrder": 85 | |
| }, | |
| { | |
| "id": 149, | |
| "slug": "economic-theory", | |
| "name": "Economic theory and empirical puzzles", | |
| "discipline": "economics", | |
| "blurb": "Models of decisions and economic observations that challenge them.", | |
| "sortOrder": 86 | |
| } | |
| ] | |