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spark-py-notebooks

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

stanford_dl_ex

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

statistical-inference

This is a repository for all the programs related to the Statistical Inference part data science specialization

tensorflow

Open source software library for numerical computation using data flow graphs.

tensorflow-examples

TensorFlow Tutorial and Examples for beginners

tensorflow-tutorials

Simple tutorials using Google's TensorFlow Framework

tensorflow-tutorials-1

TensorFlow Tutorials

tensorflow_tutorials

From the basics to slightly more interesting applications of Tensorflow

text-mining

This is a repository for all the programs related to the text mining

textblob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

tf-idf-spark-and-python

TF-IDF with Spark for the Kaggle popcorn competition

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

theano-tutorials

Bare bones introduction to machine learning from linear regression to convolutional neural networks using Theano.

theano_exercises

Exercises for my tutorials on Theano

topdeeplearning

A list of popular github projects related to deep learning

tutorials

A series of machine learning tutorials for Torch7

twitter-sentiment

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

web_scraping

The python files from my web scraping tutorials.

xgboost

Large-scale and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, on single node, hadoop yarn and more.