ike-okonkwo/statlearning-notebooks
Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).
Discovered public repositories for ike-okonkwo in the GitHub catalog.
Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).
Public repository.
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
Recurrent Neural Network - A curated list of resources dedicated to RNN
A curated list of data science blogs
Python library for interactive topic model visualization. Port of the R LDAvis package.
PyCon 2015 Pandas tutorial materials
Public repository.
PySpark + Scikit-learn = Sparkit-learn
Code for the Kaggle Ensembling Guide Article on MLWave
my folder directory for data science
Estimate value of pi
Code samples for my book "Neural Networks and Deep Learning"
PyCon 2015
WyzAnt
SparX
Datanyze
A geodata repository for Vincent examples
Kalman Filter textbook using Ipython Notebook. This book takes a minimally mathematical approach, focusing on building intuition and experience, not formal proofs. Includes Kalman filters, Extended Kalman filters, unscented filters, and more. Includes exercises with solutions.
datasciencebowl kaggle competition
Practical introduction to pandas and scikit-learn via Kaggle problems
A repository with IPython notebooks of algorithms implemented in Python.
A library of extension and helper modules for Python's data analysis and machine learning libraries.
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
Array of Machine Learning utility functions coded to speed up iteration cycle on Kaggle Competitions
Materials for my pandas tutorial at PyData 2014, NYC
Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial
Materials from Vowpal Wabbit talk
List of awesome university courses for learning Computer Science!
Pydata NYC 2014 Scikit Learn Tutorial
Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.
Official content for the Fall 2014 Harvard CS109 Data Science course
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
Data Pipeline
Tools, wrappers, etc... for data science with a concentration on text processing
Public repository.
A set of simple Python scripts for pre-processing large files
Stuff for my Pycon talk "Realtime predictive analytics using scikit-learn & RabbitMQ" https://us.pycon.org/2014/schedule/presentation/224/
Examples of code using our API
Must-watch videos about Python
Data Science at the Command Line
IPython Notebooks from Various Presentations
Various examples for different articles
Public repository.
Public repository.
Public repository.
Public repository.
A companion wiki + code repository for the O'Reilly Media video "Just Enough Math". This site provides additional links, sample code, and other addenda.
A curated list of awesome big data frameworks, ressources and other awesomeness.