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bertopic

BERTopic from Youtube with detailed utilization UMAP and HDBSCAN

bertopic-1

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

beto

BETO - Spanish version of the BERT model

deep-learning-with-python-notebooks

Francois Chollet Book: Jupyter notebooks for the code samples of the book "Deep Learning with Python"

dlaicourse

Coursera Course on Keras and Tensorflow Moroney

handson-ml2

A Geron Book: A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

headlines

Automatically generate headlines to short articles

keras_lstm_text_generator

ldabexact

lstm_text_prediction

Train an LSTM on Human Action by Ludwig von Mises . This book is supposedly the best defense of capitalism ever written. Then generate five samples of random text that sound like his work. This code works with a fair understanding of LSTM and its implementation using keras library with theano backend. It is recommended to run the python script using GPU, as recurrent models are quite computationally intensive.

mccormikbert

pdf-classification

pipes-mex

NLP related code.

summarization

testinggib

transformers