Python-Surprise一个Pythonscikit构建和分析推荐系统资源-CSDN文库

共120个文件

py：67个

rst：22个

md：6个

Python开发-机器学习

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Python-Surprise一个Pythonscikit构建和分析推荐系统（120个子文件）

make.bat 7KB

refs.bib 2KB

setup.cfg 38B

.coveragerc 37B

custom_dataset 143B

custom_test 133B

custom_train 157B

.gitignore 392B

MANIFEST.in 152B

Compare.ipynb 101KB

KNNBasic_analysis.ipynb 100KB

Makefile 7KB

README.md 12KB

CHANGELOG.md 6KB

TODO.md 6KB

CONTRIBUTING.md 2KB

LICENSE.md 1KB

issue_template.md 1KB

search.py 23KB

test_search.py 17KB

split.py 17KB

knns.py 14KB

dataset.py 14KB

evaluate.py 13KB

algo_base.py 13KB

test_split.py 12KB

conf.py 9KB

validation.py 9KB

trainset.py 9KB

test_dataset.py 8KB

__main__.py 8KB

test_similarities.py 7KB

test_SVD.py 6KB

test_bsl_options.py 5KB

setup.py 4KB

benchmark.py 4KB

reader.py 4KB

test_grid_search.py 4KB

test_train2fit.py 4KB

accuracy.py 4KB

test_algorithms.py 4KB

test_sim_options.py 3KB

test_NMF.py 3KB

test_rating_scale.py 3KB

builtin_datasets.py 2KB

test_reader.py 2KB

precision_recall_at_k.py 2KB

test_zero_ratings.py 2KB

k_nearest_neighbors.py 2KB

dump.py 2KB

top_n_recommendations.py 2KB

test_accuracy.py 2KB

test_validation.py 2KB

with_baselines_or_sim.py 2KB

predictions.py 2KB

conftest.py 2KB

split_data_for_unbiased_estimation.py 2KB

__init__.py 1KB

baseline_only.py 1KB

test_dump.py 1KB

random_pred.py 1KB

load_custom_dataset_predefined_folds.py 1KB

baselines_conf.py 1KB

__init__.py 1KB

test_evaluate.py 1KB

run_all_examples.py 1KB

test_co_clustering.py 1KB

generate_grid_search_cv_results_example.py 1KB

evaluate_on_trainset.py 1KB

test_pep8.py 1KB

most_basic_algorithm2.py 1KB

serialize_algorithm.py 1019B

load_custom_dataset.py 1013B

mean_rating_user_item.py 1009B

grid_search_usage.py 933B

utils.py 919B

load_from_dataframe.py 870B

similarity_conf.py 864B

predict_ratings.py 818B

test_utils.py 803B

train_test_split.py 788B

use_cross_validation_iterators.py 684B

basic_usage.py 649B

most_basic_algorithm.py 645B

__init__.py 472B

matrix_factorization.pyx 30KB

similarities.pyx 12KB

co_clustering.pyx 10KB

slope_one.pyx 3KB

optimize_baselines.pyx 3KB

getting_started.rst 19KB

FAQ.rst 8KB

prediction_algorithms.rst 6KB

building_custom_algo.rst 5KB

notation_standards.rst 2KB

index.rst 1KB

knn_inspired.rst 1KB

model_selection.rst 922B

prediction_algorithms_package.rst 410B

matrix_factorization.rst 403B

共 120 条

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