deep-trans | Transliterating English to Hindi using Recurrent | Natural Language Processing library
kandi X-RAY | deep-trans Summary
kandi X-RAY | deep-trans Summary
DeepTrans is a character level language model for transliterating English text into Hindi. It is based on the attention mechanism presented in [1] and its implementation in Tensorflow's Sequence to Sequence models. This project has been inspired by the translation model presented in tensorflow's sequence to sequence model. This project comes with a pretrained model (2 layers with 256 units each) for Hindi but can be easily trained over the existing model or from scratch. The pretrained models are trained on lowercase words. If you wish to train your own model then feel free to do whatever you want and I would be glad if you could share your results and models with me. I hope to see interesting results.
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Top functions reviewed by kandi - BETA
- Prepares the training data for training
- Create a vocabulary
- Convert a text file to a list of tokens
- Convert a word into a list of token ids
- Return the path to the dev_enhn
- Return the path to the RevEnn
- Basic tokenizer
deep-trans Key Features
deep-trans Examples and Code Snippets
Lines of Code : 14License : Permissive (MIT)
Copytrained_model
|_version_1.0
|_model_12_09_2016.zip
|_model_12_09_2016.tar
|_version_0.1
|_model_9_08_2016.zip
|_model_9_08_2016.tar
vocabulary
|_version_1.0
|_vocab_12_09_2016.z python transliterate.py --data_dir --train_dir --size=2 --num_layers= --steps_per_checkpoint=
python transliterate.py --data_dir /home/ayushman/projects/transliterate/train_test_data/ --train_dir /home/ayushman/projects/transliterate/chkpnts/ --si git clone https://github.com/dashayushman/deep-trans.git
Community Discussions
Trending Discussions on deep-trans
QUESTION
I am trying to translate all the columns called tweet_text in my dataset. I have about 100,000 rows of data and about 50% of that needs to be translated to English.
The following code works but I am basically running the function to translate the tweets for every single row which takes nearly 2 hours.
Note: x != " " checks if the tweets aren't empty strings as some of the tweets have just " " as I removed some of the emojis from them and that was all that was left.
ANSWER
Answered 2021-Feb-04 at 07:55- The code works fine with the sample provided, so additional rows have been added to the sample dataframe, which result in
exceptions. - Write a function, with
try - exceptto catch the invalid rows. - Note that the following code does not use
import swifter, because it's a module used to speed up.apply, and wasn't needed for testing.
QUESTION
Deploying a Kivy app to Google Play Store is a true pain. I spent over a week now trying to deploying the app to the Play Store, whereas I spent only 5 days developing it.
After managing to overcome all problems during the build process with buildozer, I'm facing now another problem when I want to deploy my app to google store. This is the warning I'm getting:
Unoptimised APK Warning:
...ANSWER
Answered 2020-Aug-02 at 13:37As you guessed, the message you're seeing about using AAB is just a warning, it doesn't prevent you from releasing the app. You're far from the first person to be confused by it though, the google interface is quite unclear.
The actual problem is that you need to make sure all the essential information is filled in on every page of the app store configuration. In your screenshot above, pages that have been completed are marked by a green circle with a check mark. In contrast, the "Store Listing" page only has a greyed-out check mark, indicating that you need to add something there before you can release the APK.
As discussed in comments, it turned out that the missing thing was screenshots of the app, and after adding them it could be released successfully despite the warning message.
QUESTION
I developed a kivy app and everything works perfectly on my laptop and on my android phone too (in debug mode). The next step is to make a release so that I can finally publish the app.
I followed the instructions mentioned here to generate a release APK (generate a key etc..) and then I run
...ANSWER
Answered 2020-Aug-02 at 11:06So after long debug sessions. I figure out that this error is due to me using dash in my buildozer.spec file. This is sort of weird but this was the bug.
So if you are using any names with dash in it in the spec file, you need to remove it and run:
QUESTION
I'm building an app using kivy and it works perfectly on my Linux laptop. I build the app for android using buildozer and the log does not show any errors. When it was complete, the apk file is created in the bin folder.
I then copy the apk file and paste it on my phone storage and then install the app.
When I open the app, it shows the kivy logo and loading... but then it crashes! I tried the whole day to find a solution but I could not achieve that.
I find this command while googling the problem and it should be helpful for debugging but I can't understand the output!:
...ANSWER
Answered 2020-Jul-12 at 22:59Since the app is starting successfully, look in the logcat for lines containing the string "python". This will reveal the traceback:
QUESTION
This is really confusing when using buildozer to build kivy apps for android or IOS. The right way to put the dependencies and requirements in the buildozer spec file is not provided in the docs.
Now I built an app using the kivy framework and i want to build an .apk file to deploy it on android. I'm using buildozer for building the apk file since it is the recommended way as shown in the docs.
The app run perfeclty on my laptop and the buildozer logs show no errors, in fact it gives me a success build at the end of the job. Unfortunatly, the app crashes after deploying the apk file on my android phone and installing it. the UI is not shown at all, the app crashes directly after I click on the icon.
Since there are no log errors, I'm assuming this have something to do with how I'm building the app or more accurately the buildozer spec file. This is my buildozer spec file:
...ANSWER
Answered 2020-Jul-15 at 19:02what is the correct way to put python version and requirements in buildozer spec file?
The direct answer to this is "the way you have done it" using the buildozer.spec line requirements = hostpython3==3.7.8,python3==3.7.8. The only caveat is that not all minor python versions will necessarily work, I don't know if 3.7.8 is good. If possible it's better to let the defaults be used, in this case this will use Python 3.8 (but you'll need to clean the build and run again to make this happen). However, the main issues you'd have with a bad minor version would lead to failed compilation, so this probably isn't your problem.
Your question is clearly really getting at "why is my app crashing?". I suggest asking that question separately and including the full logcat output. This is likely to be more productive than guessing a cause and asking about that.
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Install deep-trans
Download the vocabulary from here and extract the vocabulary files to any folder in your system. The folder structure for vocabulary looks something like the following,
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