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deeplearning icon deeplearning

In this repo you can find implementations of advanced deep learning using Keras and Tensorflow like NLP using GloVe model, Autonomous driving application using YOLO, Trigger word detection model using LSTM, Neural machine translation and others deployed in the Deep Learning Specialization of deeplearnin.ai in Coursera

deepspeech icon deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

evidently icon evidently

Interactive reports to analyze machine learning models during validation or production monitoring.

gpt-3 icon gpt-3

GPT-3: Language Models are Few-Shot Learners

kaldi icon kaldi

This is the official location of the Kaldi project.

mlep-public icon mlep-public

Public repo for DeepLearning.AI MLEP Specialization

nlp-recipes icon nlp-recipes

Natural Language Processing Best Practices & Examples

nlp_coursera_specialization icon nlp_coursera_specialization

In this repo you can find Logistic regression model, Laplacian smoothing, log likelihood, Naive Bayes model for tweets classification, Autocorrect models, Hidden Markov models for speech recognition, Auto-complete model using N-grams and perplexity score, Skip-gram model using word embeddings, Sentiment classification with Deep Neural Networks (embedding layer), Similar questions model using siamese neural netaworks

pipelines-azureml icon pipelines-azureml

Example Azure Pipeline to train and deploy a machine learning model using the Azure Machine Learning service

py4e icon py4e

Web site for www.py4e.com and source to the Python 3.0 textbook

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