An introduction to Natural Language processing using NLTK with python.
A simple NLP library allows profiling datasets with one or more text columns. When given a datase...
[WIP] Learning resources and practical tips on how to use Jupyter notebooks for fun & profit.
One hour interactive training for ML with scikit-learn
Lectures on scientific computing with python, as IPython notebooks.
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
This repository consists of a complete guide on natural language processing (NLP) in Python where...
IPython Notebooks to learn Python
comparing stand up comedians using natural language processing
The fully connected neural network implemented in Numpy, from scratch, in Tensorflow and in Keras...
Materials for the "Advanced Scikit-learn" class in the afternoon
Python Data Science Handbook: full text in Jupyter Notebooks
Plain python implementations of basic machine learning algorithms
线性代数笔记
Tensorflow implementation of embed CNN-LSTM network for sentiment analysis task.