Ecosyste.ms: Issues
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GitHub / tensorflow/recommenders issues and pull requests
#736 - cannot run initiate metrics in Basic Retrieval notebook
Issue -
State: open - Opened by uncle-sann 10 days ago
- 1 comment
#735 - feat: Extend 'sample_listwise' to support more movielens Dataset features
Pull Request -
State: open - Opened by keivanipchihagh about 1 month ago
- 3 comments
#734 - Fix a bug in loss metrics calculation, and allow specifying `score_mask` in `tfrs.tasks.Retrieval.call`
Pull Request -
State: closed - Opened by copybara-service[bot] about 2 months ago
- 1 comment
#733 - Significant drop in the model's performance metric (Top K Accuracy) when we go from 1 GPU to 2 or 4 GPUs.
Issue -
State: open - Opened by hugoferrero about 2 months ago
#732 - How can I use sample_weights for retrieval task?
Issue -
State: open - Opened by modic23 about 2 months ago
#731 - Please Help ValueError: Cannot convert '('c', 'o', 'u', 'n', 't', 'e', 'r')' to a shape. Found invalid entry 'c' of type '<class 'str'>'.
Issue -
State: open - Opened by Levine-Sam about 2 months ago
- 1 comment
#728 - TypeError: Cannot convert 1 to EagerTensor of dtype string
Issue -
State: open - Opened by flynhigher 3 months ago
#727 - Fix for ValueError: The shape of the target variable and the shape of the target value in variable.assign(value) must match
Pull Request -
State: open - Opened by flynhigher 3 months ago
- 1 comment
#726 - ValueError: The shape of the target variable and the shape of the target value in `variable.assign(value)` must match in layers/factorized_top_k.py
Issue -
State: open - Opened by flynhigher 3 months ago
#725 - Fix for 'update_ops' being None in metrics/factorized_top_k.py
Pull Request -
State: open - Opened by flynhigher 3 months ago
- 1 comment
#724 - Error: inputs' should be zero or more (nested) Tensors. Received 'None' with type '<class 'NoneType'>'
Issue -
State: open - Opened by flynhigher 3 months ago
#723 - Fix for 'Variable' object has no attribute 'read_value' in layers/factorized_top_k.py
Pull Request -
State: open - Opened by flynhigher 3 months ago
- 1 comment
#722 - Error: 'Variable' object has no attribute 'read_value'
Issue -
State: open - Opened by flynhigher 3 months ago
#721 - Add sparse_core_embedding_config to TPUEmbeddingLayer and add device assignment to VF in TPU distribute strategy.
Pull Request -
State: closed - Opened by copybara-service[bot] 3 months ago
#720 - Very low topk %, real-world accuracy around 40% at k=5000
Issue -
State: open - Opened by pthieu 3 months ago
#719 - load_weights can't work
Issue -
State: open - Opened by mahaidongs 4 months ago
- 1 comment
#718 - [Question] two-tower-model + infoNCE how to optimize
Issue -
State: open - Opened by unshaven 4 months ago
- 1 comment
#717 - fix keras compatibility bug in factorized_top_k
Pull Request -
State: open - Opened by getumen 5 months ago
- 10 comments
#716 - GDCN implementation
Issue -
State: open - Opened by an-tran528 5 months ago
- 2 comments
#715 - add tf recommenders difference
Pull Request -
State: closed - Opened by ZhaoyueCheng 5 months ago
#714 - Upselling recommendation with NDR for implicit feedback (millions users, few items)
Issue -
State: open - Opened by lpiscusc 6 months ago
- 1 comment
#713 - Package 'tensorflow-macos' is listed as a dependency of itself
Issue -
State: open - Opened by marygiotandoi 6 months ago
- 3 comments
#712 - tfrs.metrics.FactorizedTopK
Issue -
State: open - Opened by soheil-asgari 6 months ago
- 11 comments
#711 - Plot TFRS model architecture
Issue -
State: open - Opened by lpiscusc 6 months ago
- 1 comment
#710 - Question - Anyone Trained Retrieval Distributed Successfully?
Issue -
State: open - Opened by BrianMiner 7 months ago
#709 - The loss computed in the last step is significantly smaller compared to the previous steps
Issue -
State: open - Opened by rayuron 7 months ago
#708 - add multi layer DCN as a building block for DCN V2 (DLRM_DCN) model and add the option to not concat dense before top stack
Pull Request -
State: closed - Opened by copybara-service[bot] 8 months ago
#707 - [Question] Examples of Retrieval and Ranking Models in a Single Sequential Model?
Issue -
State: open - Opened by rlcauvin 8 months ago
- 5 comments
#706 - RemoveAccidentalHits Not Work Correctly
Issue -
State: open - Opened by mustfkeskin 9 months ago
- 8 comments
#705 - Approach for Small Number of Items in Catalog
Issue -
State: open - Opened by chiragdaryani 10 months ago
- 2 comments
#704 - Add support EmbeddingFeature V2.
Pull Request -
State: closed - Opened by copybara-service[bot] 10 months ago
- 1 comment
#703 - Incremental retrieval model training with Hashing method
Issue -
State: open - Opened by nicewenhui 11 months ago
- 2 comments
#702 - combine listwise ranking and feature preprocessing
Issue -
State: open - Opened by hyyan112 11 months ago
#701 - Cannot install on Apple M1
Issue -
State: open - Opened by drljem 11 months ago
#700 - Zero factorizedtopk accuracy
Issue -
State: closed - Opened by thani-ath-nain-khurshid 12 months ago
- 2 comments
#699 - Retrieval: shared features between query and candidate tower
Issue -
State: closed - Opened by JV-Nunes 12 months ago
- 13 comments
#698 - Fix to restore from SC checkpoints
Pull Request -
State: open - Opened by copybara-service[bot] about 1 year ago
- 1 comment
#697 - Plumb the pipeline_execution_with_tensor_core param in PartialTpuEmbedding class.
Pull Request -
State: closed - Opened by copybara-service[bot] about 1 year ago
#696 - How can I add Mean Average Precision metric?
Issue -
State: open - Opened by ftcister about 1 year ago
- 1 comment
#695 - Use same embedding initializer for Keras embeddings as used in TpuEmbedding
Pull Request -
State: closed - Opened by copybara-service[bot] about 1 year ago
#694 - recommendation results not making sense
Issue -
State: open - Opened by riyaj8888 about 1 year ago
- 2 comments
#693 - Fix typo in featurization.ipynb
Pull Request -
State: open - Opened by vidhant about 1 year ago
- 2 comments
#692 - [Question] Serving a Retrieval Model with multiple signatures
Issue -
State: closed - Opened by ericy51 about 1 year ago
- 1 comment
#691 - How to know better evaluation metrics for Retrieval or Rank will translate into better actual recommendations in the case of MovieLens dataset?
Issue -
State: open - Opened by houghtonweihu about 1 year ago
- 1 comment
#690 - How to know the Rank model improves the output of the Retrieval model in the case of MovieLens dataset?
Issue -
State: open - Opened by houghtonweihu about 1 year ago
- 15 comments
#689 - Enable weighted factorized topK metric calculation.
Pull Request -
State: closed - Opened by copybara-service[bot] about 1 year ago
- 1 comment
#688 - candidates argument for FactorizedTopK
Issue -
State: open - Opened by datasciyj about 1 year ago
- 3 comments
#687 - how to return NDCG as a metric
Issue -
State: open - Opened by Lulu20220 about 1 year ago
- 2 comments
#686 - Initial effort to support EmbeddingFeature V2.
Pull Request -
State: closed - Opened by copybara-service[bot] about 1 year ago
#685 - invalid results on during evaluation
Issue -
State: open - Opened by riyaj8888 about 1 year ago
- 3 comments
#684 - installation bug
Issue -
State: open - Opened by riyaj8888 about 1 year ago
#683 - Adding the training script for upsell model.
Pull Request -
State: closed - Opened by copybara-service[bot] about 1 year ago
- 1 comment
#682 - Cross-reference the Clippy paper and the open-sourced implementation in TFRS.
Pull Request -
State: closed - Opened by copybara-service[bot] about 1 year ago
#681 - Fix a typo in the doc.
Pull Request -
State: closed - Opened by copybara-service[bot] about 1 year ago
- 1 comment
#680 - [Question] Brute Force Query with Inclusions?
Issue -
State: closed - Opened by ericy51 about 1 year ago
- 1 comment
#679 - Not possible to run the basic retrieval example
Issue -
State: open - Opened by pksinghus over 1 year ago
- 8 comments
#678 - Spelling and grammar corrections
Pull Request -
State: closed - Opened by Nik-code over 1 year ago
- 1 comment
#677 - Spell and grammar corrections
Pull Request -
State: closed - Opened by Nik-code over 1 year ago
- 2 comments
#676 - Training took too long time with pre-trained embedding BERT layer
Issue -
State: open - Opened by beubeu13220 over 1 year ago
- 1 comment
#675 - [Idea] Learn from Positives and Negatives Using Two Retrieval Models
Issue -
State: open - Opened by rlcauvin over 1 year ago
- 3 comments
#674 - Can you share the code of clippyAdam based on pytorch?
Issue -
State: open - Opened by sugarcandy over 1 year ago
#673 - Tutorial "Recommending movies: retrieval" is broken due to protobuf version conflict
Issue -
State: open - Opened by marco-ve over 1 year ago
#672 - changed vocab_size to vocabulary_size
Pull Request -
State: closed - Opened by AmgadHasan over 1 year ago
- 2 comments
#671 - Please release scann compiled against Tensorflow 2.12
Issue -
State: closed - Opened by IzakMaraisTAL over 1 year ago
- 2 comments
#670 - Include sample_weight in batch metric update
Pull Request -
State: closed - Opened by copybara-service[bot] over 1 year ago
- 1 comment
#669 - Unable to save model checkpoint on Tensorflow Recommender's subclass model
Issue -
State: open - Opened by karndeepsingh over 1 year ago
- 3 comments
#668 - [Question] Is it possible to get batch predictions from tfrs.layers.factorized_top_k.BruteForce
Issue -
State: closed - Opened by ericy51 over 1 year ago
- 1 comment
#667 - [Question] Is it Possible to change the SignatureDef for a BruteForce Model
Issue -
State: closed - Opened by ericy51 over 1 year ago
- 1 comment
#666 - Creating a frozen graph from TF Recommender Model to use model on server.
Issue -
State: open - Opened by nikhil-krishna over 1 year ago
#665 - DELETED
Issue -
State: closed - Opened by patrickorlando over 1 year ago
#664 - Silence some pytype errors.
Pull Request -
State: closed - Opened by copybara-service[bot] over 1 year ago
#663 - Enable TFRS models to handle non-scalar regularization losses by using `tf.reduce_sum` instead of `sum`.
Pull Request -
State: closed - Opened by copybara-service[bot] over 1 year ago
- 1 comment
#662 - Enable tfrs models to handle non-scalar regularization losses by applying reduce_sum instead of sum on regularization losses.
Pull Request -
State: open - Opened by copybara-service[bot] over 1 year ago
- 1 comment
#661 - Model is not computing metrics after recompiling in efficient serving tutorial
Issue -
State: open - Opened by kiranklc over 1 year ago
- 1 comment
#660 - How to read the FactorizedTopK metric?
Issue -
State: open - Opened by zhifeng-huang over 1 year ago
- 2 comments
#659 - Seeking Guidance on Feature Preparation for Retrieval and Ranking Models
Issue -
State: open - Opened by dfangish over 1 year ago
- 10 comments
#658 - Interpretation of scores and how to find the scores confidence level?
Issue -
State: open - Opened by zahraegh over 1 year ago
- 1 comment
#657 - [Question] TFX Evaluator in a recommender pipeline
Issue -
State: open - Opened by TaylorZowtuk over 1 year ago
- 2 comments
#656 - Factorized Top K Accuracy - Definition
Issue -
State: closed - Opened by krsnewwave over 1 year ago
- 2 comments
#655 - loss becomes nan
Issue -
State: open - Opened by zhifeng-huang over 1 year ago
- 1 comment
#654 - How to use pertained embedding as feature in the user model
Issue -
State: open - Opened by zhifeng-huang over 1 year ago
- 5 comments
#653 - Error in Candidate IDs & Hard Negatives
Issue -
State: closed - Opened by krsnewwave over 1 year ago
- 2 comments
#652 - [Question] Understanding Train/Test Outputs
Issue -
State: closed - Opened by ericy51 over 1 year ago
- 1 comment
#651 - Plotting the model architecture
Issue -
State: open - Opened by abdollahpouri over 1 year ago
#650 - index_from_dataset returns indices rather than movie names
Issue -
State: open - Opened by abdollahpouri over 1 year ago
- 3 comments
#649 - Model.evaluate() gives OverflowError: cannot convert float infinity to integer
Issue -
State: closed - Opened by abdollahpouri over 1 year ago
- 1 comment
#648 - What is the benefit of having two separate class one for user and one for query?
Issue -
State: open - Opened by abdollahpouri over 1 year ago
- 1 comment
#647 - How define the item mapping in the Task definition when the candidate tower contains multiple features in addition to the IDs
Issue -
State: closed - Opened by abdollahpouri over 1 year ago
- 2 comments
#646 - How does regularisation affect the training speed? I am getting X100 boost.
Issue -
State: open - Opened by IgorHoholko over 1 year ago
- 4 comments
#645 - Different metrics for Custom Loop Evaluation and keras.model.evaluate()
Issue -
State: closed - Opened by IgorHoholko over 1 year ago
- 1 comment
#644 - [Question] Ranking returning always same order
Issue -
State: open - Opened by giovana-morais over 1 year ago
- 3 comments
#643 - [Question] Loss computation in movielens examples
Issue -
State: open - Opened by dibya-pati over 1 year ago
- 2 comments
#642 - Fix: extra negatives causes shape mismatch in FactorizedTopK metrics
Pull Request -
State: open - Opened by patrickorlando over 1 year ago
- 1 comment
#641 - [Question] How to use Attention to aggregate history?
Issue -
State: open - Opened by hkristof03 over 1 year ago
- 2 comments
#640 - [Question] BruteForce Index not working as a saved model
Issue -
State: closed - Opened by ericy51 over 1 year ago
- 2 comments
#639 - Horovod and TF Recommenders : "AttributeError: 'VocabWeightHandler' object has no attribute 'ref'
Issue -
State: open - Opened by BrianMiner over 1 year ago
#638 - For Retrieval model, can I use different set of candidates for each training sample?
Issue -
State: closed - Opened by jamie613 over 1 year ago
- 3 comments
#637 - Confusion in tfrs.tasks.Retrieval
Issue -
State: closed - Opened by Akshaysharma29 over 1 year ago
- 12 comments
#636 - avoid using sample weight for ranking loss metrics update logic since it's a scalar value already
Pull Request -
State: closed - Opened by copybara-service[bot] over 1 year ago
- 1 comment
#635 - [Question] Candidate sampling probability for Mixed Negative Sampling
Issue -
State: open - Opened by OmarMAmin over 1 year ago
- 17 comments