Embeding | training word vector
kandi X-RAY | Embeding Summary
kandi X-RAY | Embeding Summary
training word vector
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Top functions reviewed by kandi - BETA
- Train a model
- Save word vector to file
- Calculate the loss function
- Return the cooccurrence matrix
- Returns batch data from the batched tree
- Generate the left and right paths
- Build the Huffman tree
- Train the model
- Save the model
- Build training batch
- Generate batch nagative training data
- Build the vocab for nag_sampling
- Returns a list of similar words
- Restore a previously saved training
- Build the cbow data
- Reads the vocab file
- Run inference on the model
- Build sklearn data from data
- Get the cosine similarity of a word
- Generate the left and right nodes
- Cut word from stopwords
- Performs inference
- Get a dictionary of embeddings
- Build the graph
- Get the vocabulary for nag_sampling_sampling
Embeding Key Features
Embeding Examples and Code Snippets
Community Discussions
Trending Discussions on Embeding
QUESTION
I am attempting to reduce the dimensionality of a categorical feature by extracting an embedding layer from a neural net and using it as an input feature in a separate XGBoost model.
An embedding layer has the dimensions (nr. unique categories + 1, chosen output size). How can it be concatenated to the continuous variables in the original training data with the dimensions (nr. observations, nr. features)?
Below is a reproducible example of regression with a neural net, in which a categorical feature is encoded as a learned embedding layer. The example is closely adapted from: http://machinelearningmechanic.com/keras/2018/03/09/keras-regression-with-categorical-variable-embeddings-md.html#Define-the-input-layers
At the end I have printed the embedding layer and its shape. How can this layer be merged with the continuous features in the original training data (X_train_continuous)? If the number of rows were equal to the number of categories and if we knew the order in which categories are represented in the embedding layer, the embedding array could perhaps be joined to the training observations on category, but instead the number of rows equals the number of categories + 1 (in the code: len(values) + 1).
...ANSWER
Answered 2021-May-19 at 20:56One thing you can do is to run your 'pretrained' model with each layer having a unique name and save it
Then, create your new model, with the same named layers you want to keep, and use Model.load_weights(file_path, by_name=True)
This will let you keep all of the layers that you want and let you change everything afterwards
QUESTION
I´m working with Preside, that has some .properties
extension files used for labing and translating the web content.
In our app we can have several xxx.properties
with others xxx_yy.properties
where xxx
is the name of the property and yy
the language translation. The ones without yy
are the default language.
Here an example for a default property file with his Spanish and French translations files and the labels add_usser, edit_user, delete_user
:
user.properties
...ANSWER
Answered 2021-Feb-18 at 16:26Load each file into a struct so that all the name value pairs are known.
So for each file, loop through all the keys on one struct to see if they are missing from the second.
Also, consider loading all of this data into a DB. DB are better at handling sets of data.
QUESTION
I'm finishing chatbot in Dialogflow ES. I'm using Dialogflow Messenger integration. I managed to do embeding with appropriate HTML customizations and some CSS customizations. What I'm missing is the complete list of CSS variables.
In Google's help (https://cloud.google.com/dialogflow/es/docs/integrations/dialogflow-messenger#css-customize) I can see 11 CSS variables listed, but googling further I found at least one more (--df-messenger-chip-border-color).
Does anyone know if the "official" variables list is the one to stick to or are there additional variables available? And if they are, is there a list somewhere?
I know I can do lots of things with jQuery or JS and update different chatbot elements' CSS on the fly after they are loaded by Google script but using specific variables is of course far more simple and far less time consuming.
...ANSWER
Answered 2021-Jan-20 at 08:18Answer that I got directly from Google (asked the same question in Google groups):
The doc for messenger is missing some CSS variables. We will work on updating the doc. For now, one way to find all the supported CSS variables is to search "--df-messenger" in the script file (https://www.gstatic.com/dialogflow-console/fast/messenger/messenger-internal.min.js).
QUESTION
I have a similar problem to this in my code, I wrote a simplified version of it :
my model has two inputs, but no matter how I send the data to fit
, it won't work.
here is a short example of the problem :
ANSWER
Answered 2020-Dec-27 at 08:42Each of inputs and the output should have shape of (batch_size, 1). So this works (batch size of 32):
QUESTION
I'm using GitHub pages and I have an issue with embeding videos: the video dispkay an error message when I click play and below my html code:
...ANSWER
Answered 2020-Nov-15 at 05:20It's true that the readme.md
itself cannot have embedded videos but a GitHub.io
page is allowed to. Here I have an old video example still working today, proving that GitHub does allow videos.
Solution:
Replace your line:
QUESTION
I want to implement a Word2Vec using negative sampling with pure TensorFlow 2. When I want to compute the gradient I get this error in the last line. I'm struggling to find the problem.
the code is fairly simple:
...ANSWER
Answered 2020-Nov-12 at 17:58tf.keras.losses.CategoricalCrossentropy
needs to be instantiated before being called:
QUESTION
This article was referenced to solve this problem. But I have successfully connected through segue but failed to get data.
link >> Cannot assign value of type String to type UILabel
I am working by embeding TableViewController
after putting ContainerView
in ViewController
.
As I mentioned in the first problem, the connection is successful through segue, but the value is not passed. Which is the problem?
Last time I solved another type of problem, I succeeded, but this time it fails for some reason. I don't know. Any help would be appreciated.
ViewController
...ANSWER
Answered 2020-Oct-21 at 05:29You need to assign it to text
property of UILabel
QUESTION
I started experimenting with embeding another .exe in my form. I managed to run another program and use it inside a forms panel. Is there a way to put inside this panel an already running exe?
...ANSWER
Answered 2020-Oct-09 at 13:28The code becomes like this. The notepad.exe needs to be running , on startup it embeds the notepad.exe on the main form. Thanks a lot.
QUESTION
I want to receive a Youtube embeded video in my in my html document via Flask app, so i have link of embeded video in database, And I am able to Fetch link But it is only in Text Format Please help me for selecting right datatype in database
Python Code:
...ANSWER
Answered 2020-Oct-05 at 15:51You have to use safe
Html code (post.html) :-
QUESTION
Am a new bie with python, i want to build something to send emails with python smtp, i want to also embed images from a glob path, while i also pass in parameters inside html
so far this is what have managed to do. send the email. but the images are not embeding inside the mail body but they are been sent as separte attachment files how do i embed all in one body
...ANSWER
Answered 2020-Oct-02 at 05:58i have managed to embed both text and image in one now i want to embed multiple images but only getting one r the last image
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You can use Embeding like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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