ranking

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Inconsistencies between guidance and documentation (Keras API)

2

First off, thanks for this great library. I appreciate all the hard work that has been put into it. -- I've noticed (as well as others) a big inconsistency between...

RodrigoVillatoro

Planning to serve Data Augmented Self-Attentive Latent Cross (DASALC) model ?

2

Thanks for chance to use awesome library tfranking I am wondering do u have plan to build DASALC for tfranking. I really want to try it :)

SimonUncle

Training gets stuck at first step when running tf_ranking_libsvm.py on a GPU

4

Ive been trying to run some experiments using the Yahoo! LTR dataset. When I was running tf_ranking_libsvm.py on a CPU it was running fine. But ever since I started running...

aneeshjain

pushinwork

ranking installation silently upgrades the TF version.

5

I'm using TF 2.4.1 version that is compatible with the Horovod version I have in place. When I install the ranking library, it silently upgrades the TF to the latest...

DbVikas

How to use ranking model with Elasticsearch

2

Hi, I want to use this package with Elasticsearch LTR so that I can use ES rescore function while searching. How can I add this package in Elasticsearch?

laxmimerit

Hello, I have a question on how the MSMARCO dataset is used for the listwise loss function. In the MSMARCO dataset there is only one relevant document per query (in...

shirinssalehi

Keras Example with custom dataset_reader does not work: tf__parse_from_example_list() got multiple values for argument 'list_size'

1

From the following Keras [example](https://github.com/tensorflow/ranking/blob/master/tensorflow_ranking/examples/keras/keras_dnn_tfrecord.py), I changed the dataset reader in `dataset_hparams` to use a custom function `dataset_reader=get_dataset` (instead of `tf.data.TFRecordDataset`). `get_dataset` with a parsing function reads the text files....

dazcona

How to find label from the estimator predict call for ranker eval purposes

2

The eval_input_fn feeding a tuple of (features, label) from a ELWC dataset. Could someone share how to extract a corresponding label from the estimator predict call for the ranker eval...

vitalyli

How to do feature extraction for custom raw data

1

My main aim is to do a feature extraction (and down the line train models inside tf-ranking itself). I have some data in csv with looks something like ``` query,title,id,price,description...

sagarkar10