Personalised Scientific Papers Recommendation System
1.0
Installation
How to generate a dataset?
How to train the system?
How to recommend an unseen paper?
Detailed API
Personalised Scientific Papers Recommendation System
Docs
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Index
B
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C
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D
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G
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H
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I
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L
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M
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P
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R
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S
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T
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W
B
build_dataset() (in module dataset_tools)
build_multi_dssm() (in module dssm)
C
clean_string() (string_tools.StringCleaner method)
compute_features() (in module dataset_tools)
compute_features_batch() (in module recommend)
compute_loss() (in module dssm)
D
data_retrieval (module)
dataset_from_file() (in module dataset_tools)
dataset_to_file() (in module dataset_tools)
dataset_tools (module)
dssm (module)
G
generate_citations() (in module data_retrieval)
generate_dataset (module)
generate_vocab() (in module dataset_tools)
get_author_papers() (in module data_retrieval)
get_cited_papers() (in module data_retrieval)
get_irrelevant_cited_papers() (in module data_retrieval)
get_irrelevant_papers() (in module data_retrieval)
H
hash() (string_tools.StringHasher method)
(string_tools.WordHasher method)
I
init_ngrams() (string_tools.StringHasher method)
(string_tools.WordHasher method)
invert_citations() (in module dataset_tools)
iterate_minibatches() (in module dssm)
L
list2paper() (in module data_retrieval)
load_ngrams() (string_tools.StringHasher method)
(string_tools.WordHasher method)
M
main() (in module generate_dataset)
(in module recommend)
(in module train_dssm)
P
prepare_dataset() (in module dataset_tools)
print_ngrams() (string_tools.StringHasher method)
(string_tools.WordHasher method)
R
recommend (module)
remove_accents() (string_tools.StringCleaner method)
S
string_tools (module)
StringCleaner (class in string_tools)
StringHasher (class in string_tools)
T
train_dssm (module)
W
WordHasher (class in string_tools)