Ecosyste.ms: Issues

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GitHub / tensorflow/recommenders issues and pull requests

#634 - Can Not Use The Method "from_dataset" To Index The Dataset

Issue - State: closed - Opened by JoshuaMur over 1 year ago - 6 comments

#633 - [Question] Using Temperature and Hard Negative Mining for Retrieval Models

Issue - State: open - Opened by OmarMAmin over 1 year ago - 21 comments

#631 - How to use remove_accidental_hits?

Issue - State: closed - Opened by mustfkeskin over 1 year ago - 4 comments

#630 - One-hot encoded categorical values in model

Issue - State: closed - Opened by Ullar-Kask over 1 year ago - 2 comments

#628 - [Question] Difference between ncf and two-tower-model

Issue - State: open - Opened by jillwalker99 over 1 year ago - 18 comments

#627 - [Question] Ranking for implicit data

Issue - State: closed - Opened by jillwalker99 over 1 year ago - 2 comments

#626 - Bump version in setup.py

Pull Request - State: closed - Opened by copybara-service[bot] over 1 year ago

#624 - Add citation file.

Pull Request - State: closed - Opened by copybara-service[bot] over 1 year ago

#623 - Release v0.7.3.

Pull Request - State: closed - Opened by copybara-service[bot] over 1 year ago

#622 - Check-in the ClippyAdagrad implementation to TFRS.

Pull Request - State: closed - Opened by copybara-service[bot] over 1 year ago

#621 - Add sample weights to FactorizedTopK metric.

Pull Request - State: closed - Opened by copybara-service[bot] over 1 year ago

#619 - Question : Worse Than Random Performance - Suggestions

Issue - State: closed - Opened by BrianMiner over 1 year ago - 7 comments

#616 - How to make predictions by retrieval models with multiple features?

Issue - State: open - Opened by zeroonesfas over 1 year ago - 8 comments

#615 - Store and retrieve item description embeddings

Issue - State: closed - Opened by hkristof03 over 1 year ago - 4 comments

#614 - Edit links in listwise ranking tutorial

Pull Request - State: closed - Opened by copybara-service[bot] over 1 year ago - 2 comments

#612 - Explainability of TFRS-retrieval model

Issue - State: open - Opened by drtinumohan over 1 year ago - 2 comments

#611 - [Question] How to flatten the normalised distribution of scores?

Issue - State: open - Opened by ydennisy over 1 year ago - 4 comments
Labels: question

#608 - [Question] Support for other loss functions.

Issue - State: open - Opened by ydennisy over 1 year ago - 3 comments

#607 - Add tests for retrieval task with negative candidate sampling.

Pull Request - State: closed - Opened by copybara-service[bot] over 1 year ago - 1 comment

#606 - Copy quantization_config for tpu_embedding_layer

Pull Request - State: closed - Opened by copybara-service[bot] over 1 year ago - 1 comment

#605 - Tensorflow Recommenders on M1

Issue - State: open - Opened by OmarMAmin over 1 year ago - 2 comments

#604 - Can tensorflow-recommender be used in large scale dataset？

Issue - State: closed - Opened by ralgond almost 2 years ago

#603 - Added uninstall shapely package section in the tutorial notebook

Pull Request - State: open - Opened by gaikwadrahul8 almost 2 years ago - 1 comment

#602 - Update tpu_embedding_layer.ipynb

Pull Request - State: open - Opened by tiruk007 almost 2 years ago - 1 comment

#600 - Deduplicate interactions

Issue - State: closed - Opened by EdwardALockhart almost 2 years ago

#599 - TFRS is hanging forever

Issue - State: closed - Opened by Daard almost 2 years ago - 2 comments

#598 - Set output shape param in cloned FeatureConfigs.

Pull Request - State: closed - Opened by copybara-service[bot] almost 2 years ago - 1 comment

#595 - [NumPy] Remove references to deprecated NumPy type aliases.

Pull Request - State: closed - Opened by copybara-service[bot] almost 2 years ago

#594 - Fix typos in tpu embedding layer tutorial in TFRS official page

Pull Request - State: closed - Opened by copybara-service[bot] almost 2 years ago - 1 comment

#593 - Basic Ranking - Predictions Histogram Distribution

Pull Request - State: open - Opened by rageSpin almost 2 years ago - 3 comments

#592 - Add tpu embedding layer tutorial in TFRS official page

Pull Request - State: closed - Opened by copybara-service[bot] almost 2 years ago - 1 comment

#591 - Basic Recommender Ranking: Big Optimization issue

Issue - State: open - Opened by rageSpin almost 2 years ago - 6 comments

#590 - Recommending movies from different genres

Issue - State: closed - Opened by violetdang1 almost 2 years ago - 3 comments

#589 - Saving for reuse - rebuild bruteforce with new items

Issue - State: closed - Opened by EdwardALockhart almost 2 years ago - 1 comment

#587 - Indexing using ScaNN without loading all data into memory

Issue - State: closed - Opened by violetdang1 almost 2 years ago - 3 comments

#582 - Sample weights for both Retrieval and Ranking

Issue - State: open - Opened by hkristof03 almost 2 years ago - 3 comments

#581 - Recommending repurchases and new items

Issue - State: closed - Opened by EdwardALockhart almost 2 years ago

#579 - [Question] expected throughput of cloud tpu on embedding lookup?

Issue - State: open - Opened by pmixer almost 2 years ago - 3 comments

#575 - [Question] Item-to-Item recommendations with the candidate model

Issue - State: open - Opened by jeremybastin1207 almost 2 years ago - 12 comments

#566 - [Question] When to use num_hard_negatives?

Issue - State: open - Opened by mesuvash almost 2 years ago - 1 comment

#555 - Candidate tower multiple features

Issue - State: open - Opened by AndrewJGroves about 2 years ago - 11 comments

#545 - Example of sequential retrieval inference

Issue - State: closed - Opened by petar-savov about 2 years ago - 2 comments

#543 - Ranking products

Issue - State: open - Opened by Ullar-Kask about 2 years ago - 5 comments

#508 - [Re-opened][Question] Sequential Ranking Model

Issue - State: open - Opened by VladLujerdeanu over 2 years ago - 5 comments

#498 - Retrieval Task Mixed Precision Dtype Issue

Issue - State: open - Opened by Pelps12 over 2 years ago - 5 comments

#489 - About using label smoothing

Issue - State: open - Opened by josealbertof over 2 years ago - 1 comment

#488 - [Question]: Retrieval : Factorized_top_k

Issue - State: closed - Opened by malinphy over 2 years ago - 3 comments

#476 - [Question]: How to handle negative samples?

Issue - State: open - Opened by ydennisy over 2 years ago - 9 comments
Labels: question

#468 - Which metric of model should I focus to stop training. Validation top N accuracy or validation loss ?

Issue - State: open - Opened by AzizIlyosov over 2 years ago - 10 comments
Labels: question

#444 - Internal change.

Pull Request - State: closed - Opened by copybara-service[bot] over 2 years ago

#428 - Define model with explicit positive feedback and explicit negative feedback

Issue - State: open - Opened by MNMaqsood over 2 years ago - 11 comments

#415 - Fix spelling of "dataset"

Pull Request - State: closed - Opened by shanemhansen almost 3 years ago - 2 comments

#408 - [Question] How to replace the user_id embedding with representation of an user cart (on e-shop)?

Issue - State: closed - Opened by almirb almost 3 years ago - 6 comments
Labels: question

#407 - How to get confidence for prediction?

Issue - State: open - Opened by max-grzanna almost 3 years ago - 3 comments
Labels: question

#388 - Computing Top-K accuracy on validation data is unproportionately slow

Issue - State: open - Opened by msvensson222 almost 3 years ago - 11 comments
Labels: question

#356 - How to add more features to the item_model

Issue - State: open - Opened by Jobo-RS about 3 years ago - 7 comments

#344 - Get similarity score/rank for a subset of N candidates

Issue - State: open - Opened by nialloh23 about 3 years ago - 5 comments
Labels: question

#343 - Question: How best to prepare a dataset for sequential recommendation.

Issue - State: open - Opened by ydennisy about 3 years ago - 7 comments
Labels: question

#334 - Why does the Retrieval class use an identify matrix for labels?

Issue - State: open - Opened by jiunsiew about 3 years ago - 13 comments
Labels: question

#321 - How to reorder candidates retrieved by index(ScaNN) based on ranking model?

Issue - State: open - Opened by Dfmejial over 3 years ago - 2 comments
Labels: question

#276 - Not able to save model for the quickstart example

Issue - State: open - Opened by YikSanChan over 3 years ago - 5 comments

#257 - How to use Candidate Sampling Probabilities for bias correction?

Issue - State: closed - Opened by nialloh23 over 3 years ago - 19 comments
Labels: question

#252 - loss is decreasing but val_loss is increasing

Issue - State: open - Opened by zhifeng-huang over 3 years ago - 2 comments

#183 - how to add recall@k metrics?

Issue - State: closed - Opened by SmileTM almost 4 years ago - 2 comments
Labels: question

#140 - SampledSoftmax Loss in Retrieval

Issue - State: open - Opened by tangzhy almost 4 years ago - 11 comments
Labels: question

#139 - How to deal with multiple retrieval tasks?

Issue - State: closed - Opened by hamdi1611 almost 4 years ago - 5 comments
Labels: question

#136 - Unable to save multi-task recommender model

Issue - State: open - Opened by znaeem almost 4 years ago - 8 comments
Labels: bug

#124 - Cold start reccomendations for unknown users (confirming approach)

Issue - State: closed - Opened by nialloh23 almost 4 years ago - 8 comments
Labels: question