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airbnb-newuserbooking-kaggle

Kaggle competition - Airbnb New User Bookings

anomalydetection

Anomaly Detection with R

awesome-deep-vision

A curated list of deep learning resources for computer vision

buildingmachinelearningsystemswithpython

Source Code for the book Building Machine Learning Systems with Python

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data-science-ipython-notebooks

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

data-science-primer

A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/

dataset-examples

Samples for users of the Yelp Academic Dataset

deeplearningmovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

expedia-hotel-recommendation-kaggle

Kaggle competition - Expedia Hotel Recommendation

folium

Python Data. Leaflet.js Maps.

github-tutorial

go

The Open Source Data Science Masters

hello-world

kaggle-airbnb-recruiting-new-user-bookings

2nd Place Solution in Kaggle Airbnb New User Bookings competition

kaggle-yelp-restaurant-photo-classification

Winning solution scripts

kaggle_yelp_photo_top10_solution

Includes code used by a top-10 solution in Kaggle's Yelp Restaurant Photo Classification competition: https://www.kaggle.com/c/yelp-restaurant-photo-classification

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

knowledge-repo

A next-generation curated knowledge sharing platform for data scientists and other technical professions.

machine-learning-with-python

Machine Learning Implementations in Python

mrblochfitting

My implementation of medical image processing and data analysis pipeline in Python

music-auto_tagging-keras

Music auto-tagging models and trained weights in keras/theano

nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pandas-exercises

Walkthrough exercises from PandasTutorial by Wes McKinney.

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pyaudioanalysis

Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource

rsfmri

My research project about functional brain connectivity analysis based on time-series data analysis and statistical modeling

seattlehouseprediction

Data Incubator Challenge Question 3