Tag: embeddings

11 One Hot Encoding vs Word Embeding - When to choose one or another? 2018-04-03T14:13:28.643

10 Confusion about Entity Embeddings of Categorical Variables - Working Example! 2018-12-16T22:06:28.993

9 What is the difference between and Embedding Layer and an Autoencoder? 2019-06-21T15:52:36.537

7 Concatenating embedding and hand-designed features for logistic regression 2021-01-07T21:29:49.907

6 Unordered Input 2017-06-01T09:10:50.823

6 What is the neural network architecture behind Facebook's Starspace model? 2018-11-18T12:08:09.280

6 Are there any graph embedding algorithms like this already? 2019-11-20T17:08:35.920

5 Difference between Gensim word2vec and keras Embedding layer 2019-10-11T13:25:38.687

4 How much text is enough to train a good embedding model? 2018-02-10T22:58:37.920

4 Tensorflow: how to look up and average a different amount of embedding vectors per training instance, with multiple training instances per minibatch? 2018-09-27T22:49:28.567

4 Why are character level models considered less effective than word level models? 2020-06-10T15:10:00.347

4 Can we use embeddings or latent vectors for a recommender system? 2021-02-14T17:15:54.633

3 Choosing an embedding feature dimension 2018-01-17T22:26:54.913

3 Auto-Encoder to condense (pre-process) large one-hot input vectors? 2018-08-06T23:38:53.977

3 What NN architecture to predict fantasy character names based on description? 2019-01-16T03:25:57.377

3 Pretrained graph embeddings 2019-01-20T20:55:42.067

3 Embedding variable length "multi-hot-encoded" features 2019-04-17T23:34:22.473

3 word2vec word embeddings creates very distant vectors, closest similarity is still very far 2019-05-31T10:35:45.530

3 Choosing the size of Character Embedding for Language Generation models 2019-12-20T21:41:09.610

3 Using embedding layer output as input to .fit() call in Keras 2020-01-13T15:08:08.513

3 Graph Embedding Vs Graph Convolution Network 2020-03-12T05:40:10.517

3 Generative Adversarial Text to Image Synthesis 2020-07-08T13:05:38.787

2 How to create a multi-dimensional softmax output in Tensorflow? 2017-04-08T16:20:09.640

2 Embedding layers for categorical features 2018-03-22T11:40:33.957

2 Backpropgating error to emedding matrix 2018-06-12T18:01:02.330

2 Keras: Softmax output into embedding layer 2018-07-24T19:57:54.097

2 What tasks you train with one set of features and predict with another? 2018-07-27T14:06:19.267

2 What does the embedding mean in the FaceNet? 2018-11-13T22:50:54.063

2 Regularization in Embedding models? 2019-01-16T05:05:29.823

2 Loss and Regularization inference 2019-01-18T06:19:47.767

2 how to extract the Top contributing labels/words in universal-sentence-encoder-large - TransformerModel? 2019-01-23T15:34:39.660

2 Document embedding vs locality sensitive hashing for document clustering 2019-09-26T11:23:40.763

2 What is word embedding and character embedding ? Why words are represented in vector with huge size? 2019-10-09T13:47:18.527

2 Discriminator of a Conditional GAN with continuous labels 2019-12-01T23:19:07.423

2 Does it make sense to expand word embeddings so that each array index is a feature input or should the embedding itself be a model input? 2020-01-02T22:53:02.827

2 One-hot encoding to embedded vector - BigGAN 2020-01-05T21:30:54.953

2 Operations on Recommendation Embeddings 2020-01-11T13:14:06.320

2 Scalable way to train graph embeddings 2020-01-20T09:23:52.730

2 Building own embedding from sequence 2020-01-21T22:39:47.543

2 What is the current best state of the art algorithm for graph embedding of directed weighted graphs for binary classification? 2020-03-24T07:37:50.740

2 How to choose the good number dimension of autoencoder? 2020-07-04T03:29:52.983

1 conceptual question about triplet loss embeddings 2017-03-09T22:30:51.587

1 Retain similarity distances when using an autoencoder for dimensionality reduction 2017-04-02T23:37:59.717

1 Categorical Variable Reduction using NN 2017-09-18T05:17:46.670

1 SVD and intrinsic categorization 2018-03-20T04:04:06.270

1 Triplet loss - what threshold to use to detect similarity between two embeddings? 2018-08-26T12:36:41.873

1 Sequence Embedding 2018-08-30T16:09:58.370

1 Understanding Embeddings input and output sizes 2018-09-08T05:22:03.160

1 Make embedding more Gaussian-like 2019-01-21T11:53:15.800

1 How to compare the output of Self-organizing maps? 2019-01-22T13:57:34.500

1 Does sum of embeddings make sense? 2019-01-27T11:22:36.887

1 Glove supported languages 2019-02-18T10:19:47.580

1 Why do we share parameters between two different inputs in the embeddings layer? 2019-03-15T16:41:53.660

1 How to convert tf.feature_column into a tensor? 2019-03-28T16:59:06.963

1 When should embeddings not be used for categorical data? What are their limitations? 2019-03-28T19:37:36.853

1 How do I recommend items to out of training users based on its recent views? 2019-04-02T20:00:53.243

1 Serious doubts on Categorical embedding 2019-04-09T07:15:34.113

1 Approximating t-SNE embeddings for out-of-sample data 2019-06-03T21:46:30.533

1 Embedding Layer on unseen data 2019-06-07T18:36:16.423

1 Mapping one embedding to another using Deep Learning 2019-07-24T13:09:38.417

1 FastText and CharEmbedding 2019-10-29T17:40:53.907

1 Understanding reduced dimension embedding from tabular data 2019-11-03T19:57:27.087

1 BERT for non-textual sequence data 2019-11-14T08:55:22.413

1 How to encode an array of categories to feed into sklearn 2019-11-18T14:24:39.527

1 How StarSpace works 2020-01-07T07:09:33.243

1 Categorical variables with multiple entries transformed to entity embedding 2020-01-15T14:02:33.890

1 why keras gives me desired results for my Entity Embedding but not pytorch? 2020-01-28T03:27:29.083

1 How to update edge features in a graph using a loss function? 2020-03-08T08:41:06.157

1 Use embeddings to find similarity between documents 2020-03-10T21:18:52.297

1 Fastest way for 1 vs all lookup on embeddings 2020-03-15T15:29:51.433

1 Embedding of the item 2020-03-19T11:28:39.267

1 How to deal with discrete variables in Multivariable Time Series forecasting? 2020-03-27T00:48:21.133

1 When can embeddings be useful for small input spaces? 2020-04-05T21:27:53.817

1 Understanding sklearn FeatureHasher 2020-04-19T09:43:28.583

1 How to extract embeddings of categorical variables 2020-06-18T17:46:53.537

1 How to fix the error in the following code in Python and Keras? 2020-06-25T00:29:04.213

1 Isn't graph embedding a step back from non-euclidean space? 2020-07-07T16:19:39.183

1 How to do embedding for nested dictionary with varying size? 2020-07-16T04:39:39.393

1 What are the differences between Knowledge Graph Embeddings (KGE) and Graph Neural Network (GNN) 2020-08-03T19:11:38.937

1 Generalize min-max scaling to vectors 2020-09-20T09:42:04.453

1 How can I make a face verification system? 2020-10-10T06:46:09.993

1 SVM on BERT-Embeddings with very small dataset does not converge 2020-10-29T17:52:03.753

1 Which is the best way to select categorical features with Autoencoders in Python? 2020-11-09T10:46:16.400

1 How to use embedding to reduce features for a regression problem 2021-01-14T03:34:56.167

1 How would I implement a model in Keras to generate embeddings based on documents? 2021-02-17T16:55:05.090

0 Is there a synset for phrasal verbs? 2018-07-20T16:59:29.967

0 Face embedding of unseen images 2018-12-27T09:32:05.223

0 What is the position embedding code? 2019-01-03T03:08:26.123

0 Finding the best "depth" of ICD9 codes with pseudo-hierarchical clustering 2019-02-26T06:01:12.363

0 How to get vector representations(or embeddings) of time series? 2019-04-02T06:51:42.790

0 Features Vectors in embedding space 2019-06-18T17:48:50.613

0 Do word embeddings help with out of vocab tokens? 2019-06-26T18:40:26.540

0 Connection between Embedding and LSTM and Dense layer 2019-10-10T14:01:33.973

0 Link prediction on network embeddings 2019-11-18T12:23:50.637

0 How to handle different categorical embedding sizes in hold out data set 2019-12-03T20:32:06.440

0 Embedding layer before LSTM layer 2020-03-03T16:12:35.110

0 Convert a pandas df with text to embedding matrix efficiently 2020-03-16T21:53:57.053

0 Flair Embeddings - Significance of Backwards vs Forwards? 2020-03-28T18:59:09.433

0 Effect of embedding dimension in performance of embedding algorithms 2020-04-02T06:33:38.103