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phanerozoic
/
dna-origin-classifier
like
0
Text Classification
Safetensors
phanerozoic/dna-origin-benchmark
genomics
dna
k-mer
sequence-classification
reference-free
interpretable
Eval Results (legacy)
License:
mit
Model card
Files
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dna-origin-classifier
2.72 MB
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History:
37 commits
phanerozoic
Drop unreproducible design-distance multiple; correct undatabased non-host rate to 99%
caba6d4
verified
3 days ago
.gitattributes
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1.63 kB
Composition boundary: machine-checked factorization/Bayes/JSD theorem + Nucleotide Transformer sweep showing D predicts solvability
3 days ago
ADVERSARIAL.md
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2.98 kB
Ship single k=8 discriminative model (host 0.993/0.990, engineered 0.919/0.896, 5-class 0.708); breaks adversary at order 7
3 days ago
CompositionBoundary.v
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13.3 kB
Comprehensive card rewrite; Markov-correlated generalization in the proof; correlation figure
3 days ago
Detector.v
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11.7 kB
Partition law and first-principles crossover; machine-checked robustness proof; provenance watermark
3 days ago
README.md
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20.3 kB
Drop unreproducible design-distance multiple; correct undatabased non-host rate to 99%
3 days ago
TOOL.md
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2.55 kB
Drop unreproducible design-distance multiple; correct undatabased non-host rate to 99%
3 days ago
analytical_crossover.png
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46.6 kB
Partition law and first-principles crossover; machine-checked robustness proof; provenance watermark
3 days ago
boundary.py
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4.86 kB
Real foundation model (DNABERT) gain-vs-D, field-wide sweep, protein/RNA parity; boundary.py multiclass+regression
3 days ago
composition_boundary_fm.png
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99.6 kB
Real foundation model (DNABERT) gain-vs-D, field-wide sweep, protein/RNA parity; boundary.py multiclass+regression
3 days ago
config.json
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459 Bytes
Ship single k=8 discriminative model (host 0.993/0.990, engineered 0.919/0.896, 5-class 0.708); breaks adversary at order 7
3 days ago
cross_suite.png
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54.3 kB
Real foundation model (DNABERT) gain-vs-D, field-wide sweep, protein/RNA parity; boundary.py multiclass+regression
3 days ago
design.py
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2.95 kB
Rich README + certify/attribute methods, design.py, bundled 8-mer atlas
3 days ago
dna_filter.py
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3.64 kB
v2: retrained on scaled+deduplicated benchmark (host 0.995/0.993, engineered 0.909/0.874, 5-class 0.69); add read-filter CLI
4 days ago
manifold.png
160 kB
xet
README: embed learned-space and composition-manifold figures
3 days ago
markov_d.png
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72 kB
Comprehensive card rewrite; Markov-correlated generalization in the proof; correlation figure
3 days ago
model.py
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5.43 kB
Rich README + certify/attribute methods, design.py, bundled 8-mer atlas
3 days ago
model.safetensors
2.1 MB
xet
Ship single k=8 discriminative model (host 0.993/0.990, engineered 0.919/0.896, 5-class 0.708); breaks adversary at order 7
3 days ago
partition_law.png
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53.4 kB
Partition law and first-principles crossover; machine-checked robustness proof; provenance watermark
3 days ago
tree_of_life.png
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70.9 kB
README: embed learned-space and composition-manifold figures
3 days ago