collie
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A library for preparing, training, and evaluating scalable deep learning hybrid recommender systems using PyTorch.
**Problem Description** > Imagine you have trained a model that is pretty good on recommending items to your users. Then new users arrive to your system, you collect this new...
**Is your feature request related to a problem? Please describe.** Some datasets have so many users or so many items that an embeddings table will not fit and train within...
> A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] The model learns more when it is punished more. In Collie, we often...
**Is your feature request related to a problem? Please describe.** > A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] When we have...
**Is your feature request related to a problem? Please describe.** Not a problem, rather something that would be nice to eventually have. Currently we have tutorial notebooks and a quickstart...
PR is TBD. Will update this description when the PR is ready for review. ## Describe the big picture - why are we doing this? ## Any additional details to...
Bumps [joblib](https://github.com/joblib/joblib) from 1.1.0 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....
Bumps [protobuf](https://github.com/protocolbuffers/protobuf) from 3.19.1 to 3.19.5. Release notes Sourced from protobuf's releases. Protocol Buffers v3.19.5 C++ Reduce memory consumption of MessageSet parsing This release addresses a Security Advisory for C++...
Bumps [oauthlib](https://github.com/oauthlib/oauthlib) from 3.1.1 to 3.2.1. Release notes Sourced from oauthlib's releases. 3.2.1 In short OAuth2.0 Provider: #803 : Metadata endpoint support of non-HTTPS CVE-2022-36087 OAuth1.0: #818 : Allow IPv6...
Support for the python 3.10 in order to run on Databricks runtime 13.3. ## Describe the big picture - why are we doing this? ## Any additional details to clarify...