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Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Text preprocessing, representation and visualization from zero to hero.
Python programs, usually short, of considerable difficulty, to perfect particular skills.
Repositories
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Text preprocessing, representation and visualization from zero to hero.
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Python programs, usually short, of considerable difficulty, to perfect particular skills.
PyTorch Tutorial for Deep Learning Researchers
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Object-Oriented Programming concepts in Python
Tensors and Dynamic neural networks in Python with strong GPU acceleration
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Praat in Python, the Pythonic way
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
KenLM: Faster and Smaller Language Model Queries
Presentation Materials for my "Sound Analysis with the Fourier Transform and Python" OSCON Talk.
Example code for the book Fluent Python, 1st Edition (O'Reilly, 2015)
PyTorch Implementations for End-to-End Automatic Speech Recognition
List of Computer Science courses with video lectures.
Speech Recognition using DeepSpeech2.
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.
A suite of Arabic natural language processing tools developed by the CAMeL Lab at New York University Abu Dhabi.
The repository contains an ongoing collection of tweets IDs associated with the novel coronavirus COVID-19 (SARS-CoV-2), which commenced on January 28, 2020.
The repository contains a collection of Arabic tweets IDs associated with the novel coronavirus COVID-19. The dataset contains Tweets' ids from 2020-01-01 to 2020-04-30. The Twitter search API was used to gather real-time tweets that contained specific keywords in the Arabic language. The dataset contains almost four millions and half Arabic tweets.
The most cited deep learning papers
AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.
Miscellaneous scripts to enhance bash (prompt, adding directories to variables, ...)
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