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PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models

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Bumps [numpy](https://github.com/numpy/numpy) from 1.17.3 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

dependencies

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 1.15.4 to 2.7.2. Release notes Sourced from tensorflow's releases. TensorFlow 2.7.2 Release 2.7.2 This releases introduces several vulnerability fixes: Fixes a code injection in saved_model_cli (CVE-2022-29216) Fixes...

dependencies

Bumps [django](https://github.com/django/django) from 2.2.13 to 2.2.28. Commits 5c33000 [2.2.x] Bumped version for 2.2.28 release. 29a6c98 [2.2.x] Fixed CVE-2022-28347 -- Protected QuerySet.explain(**options) against... 2c09e68 [2.2.x] Fixed CVE-2022-28346 -- Protected QuerySet.annotate(), aggregate(),...

dependencies

Bumps [djangorestframework](https://github.com/encode/django-rest-framework) from 3.10.3 to 3.11.2. Commits 4121b01 Deprecate urlize_quoted_links in favor of Django's built-in urlize f3d9d68 Version 3.11.1 eb2c4c2 Version 3.11.1 de497a9 Version 3.11 (#7083) 3c1428f Fix NotImplementedError for...

dependencies

Dear Khan, how to compute the precision and recall along with MSE for matrix factorization with side information. waiting for your answer.

when training an autoencoder for rating based collaborative filtering, the weights that are associated to unrated items are not updated, does your custom loss function in DeepRec implementation (masked se)...

in DeepRec implementation, when you've trained the model why you've specified that: validation_data=[users_items_matrix_train_zero, users_items_matrix_validate] and not: [users_items_matrix_train_validate, users_items_matrix_validate]?

Bumps [tensorflow](https://github.com/tensorflow/tensorflow) from 1.15.4 to 2.9.3. Release notes Sourced from tensorflow's releases. TensorFlow 2.9.3 Release 2.9.3 This release introduces several vulnerability fixes: Fixes an overflow in tf.keras.losses.poisson (CVE-2022-41887) Fixes a...

dependencies

Bumps [pyspark](https://github.com/apache/spark) from 2.4.1 to 3.2.2. Commits 78a5825 Preparing Spark release v3.2.2-rc1 ba978b3 [SPARK-39099][BUILD] Add dependencies to Dockerfile for building Spark releases 001d8b0 [SPARK-37554][BUILD] Add PyArrow, pandas and plotly to...

dependencies

Bumps [joblib](https://github.com/joblib/joblib) from 0.14.0 to 1.2.0. Changelog Sourced from joblib's changelog. Release 1.2.0 Fix a security issue where eval(pre_dispatch) could potentially run arbitrary code. Now only basic numerics are supported....

dependencies