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Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K…
IPython Parallel: Interactive Parallel Computing in Python
Python library for interactive topic model visualization. Port of the R LDAvis package.
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, …
Ways of doing Data Science Engineering and Machine Learning in R and Python
Implementation of Meta-RL A3C algorithm
Tutorial: Natural Language Processing in Python
Installations for Data Science. Anaconda, RStudio, Spark, TensorFlow, AWS (Amazon Web Services).
A tutorial for Automatic Text Summarization using TextRank algorithm.
Data Processing and Machine learning methods for the Open Skills Project
Building an image classifier using keras
A R/Shiny app for interactive RNN tensorflow models
Yelp round-10 review comments classification using deep learning (LSTM and CNN) and natural language processing.
Code and Notebooks for the Natural Language Processing with Python course.
Model to accurately forecast inventory demand based on historical sales data.
Advanced analytics samples and templates with Python for ML Server
Text Mining certain fields from a resume
Transfer Learning for NLP Tasks
Data Science box: Spark, Jupyter, R+RStudio, Zeppelin, Python 2 & 3, Java, Scala.
Some sample notebooks using R commands within Python through rpy2 module
This project provides an easy R function for translating R Markdown (.rmd) files to Jupyter Notebook (.ipynb) files.
Collection of Machine Learning related scripts
DreamBank Visualized - An interactive visualization of over 26,000 dream transcriptions
Since 2002, the Mexican Federal government handles most of its procurement biddings through a transactional platform called Compranet. Even though most of the information in the platform is public…
