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58 symbols 265 edges 23 files 16 documented · 28%

What it actually does AI analysis from the code graph — generated when you open this

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Core symbols most depended-on inside this repo

diff_ci

called by 6

scripts/compute_confidence_intervals.py

get_output_dim

called by 4

scibert/models/dummy_seq2seq.py

process_paper_file

called by 2

scripts/build_pretrain_corpus.py

decode

called by 1

scibert/models/pico_crf_tagger.py

text_to_instance

called by 1

scibert/dataset_readers/ebmnlp.py

text_to_instance

called by 1

scibert/dataset_readers/classification_dataset_reader.py

conservative_argmax

called by 1

scripts/KYLE_analyze_beaker_experiments.py

main

called by 1

scripts/sciie_to_relations.py

Shape

Method 25

Function 24

Class 7

Route 2

Languages

Python100%

Modules by API surface

scripts/build_pretrain_corpus.py9 symbols

scibert/models/dummy_seq2seq.py6 symbols

scripts/compute_confidence_intervals.py5 symbols

scibert/models/text_classifier.py5 symbols

scibert/models/pico_crf_tagger.py5 symbols

scibert/models/bert_crf_tagger.py5 symbols

scibert/dataset_readers/ebmnlp.py5 symbols

scibert/dataset_readers/classification_dataset_reader.py4 symbols

scibert/models/bert_text_classifier.py3 symbols

scripts/sciie_to_conll2003.py2 symbols

scripts/s2conll_to_conll2003.py2 symbols

scripts/sciie_to_relations.py1 symbols

For agents

$ claude mcp add scibert \
  -- python -m otcore.mcp_server <graph>

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