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JohnShu's Projects

big-data icon big-data

Notebooks for Master of Data Science Rennes

bokeh icon bokeh

Complete Tutorial for Bokeh

cnn-text-classification icon cnn-text-classification

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

dat3 icon dat3

General Assembly's Data Science course in Washington, DC

data-science-ipython-notebooks icon data-science-ipython-notebooks

Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dbda-python icon dbda-python

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

keraspoc-sentimentanalysis icon keraspoc-sentimentanalysis

Model for identification of Sentiments in texts using Multi-Layer Perceptron built using Keras API running on TensorFlow, which is served as a RESTful Service using Tensorflow Serving.

nlp-text-mining-working-examples icon nlp-text-mining-working-examples

Full working examples with accompanying dataset for Text Mining and NLP. Current code base: Gensim Word2Vec, Phrase Embeddings, Keyword Extraction with TF-IDF and SKlearn, Word Count with PySpark

practical_statistics_for_data_scientists icon practical_statistics_for_data_scientists

This repository has the Python equivalent code for the book Practical Statistics for Data Scientists: 50 Essential Concepts, by Peter Bruce and Andrew Bruce. This 1st edition book, by O'reilly Media, is a compact reference that explains 50 of the main concepts, that every aspiring Data Scientists should know.

recurrently-happy-rnn icon recurrently-happy-rnn

"Having Fun with Recurrent Neural Networks (RNNs)" - Tutorial for PyData 2017 - TensorFlow - Text [and songs] Generation

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