Adam's repositories
kaggle_otto
Kaggle Otto Group Product Classification Challenge
kaggle_dato_truly_native
Kaggle competition Dato: Truly Native?
amazon-redshift-utils
Amazon Redshift Utils contains utilities, scripts and view which are useful in a Redshift environment
courses
Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1
datacleaning
Repo for Project 1 in Getting and Cleaning Data Course
DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
diffmem
Reference implementations of neural networks with differentiable memory mechanisms (NTM, Stack RNN, etc.)
kaggle_avazu_click_through_rate_prediction
Kaggle competition Avazu: Click-Through Rate Prediction
kaggle_expedia_hotel_recommendations
Code for Kaggle competition Expedia Hotel Recommendations
kaggle_national_data_science_bowl_torch
Torch NN for Kaggle competition National Data Science Bowl
kaggle_quora_question_pairs
Solution from competition Kaggle: Quora question pairs
kaggle_yelp_restaurant_photo_classification
Kaggle competition Yelp Restaurant Photo Classification
leveldb
LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values.
LibFM_in_Keras
This notebook shows how to implement LibFM in Keras and how it was used in the Talking Data competition on Kaggle.
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 ;)
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
RbootCampDataWeek2014
For DataWeek 2014 R Bootcamp Septenber 15, 2015
wi-kenlm-trie-poc
POC - using kenlm to build translation model instead language model