winnawinnachickendinna's repositories
attention_keras
Keras Layer implementation of Attention
awd-lstm-lm
LSTM and QRNN Language Model Toolkit for PyTorch
bias-in-credit-models
Examples of unfairness detection for a classification-based credit model
cakesandtensors
Cakes and Tensors Booz Allen MI Meetup
Capstone-Project-January-2017
The object of this work is to quantify the factors in influencing user retention for a company. I stratified the data and applied a survival model to predict the lifetimes and the hazards that will surface at different points of a user's life. Then I calculated the Customer Lifetime Value (CLV) for each user based on predicted life.
Churn-rate-for-Uber
This is a case study on how to predict churn rate for a San Francisca, CA share drive company
clv-lifetimes
/home/kaushik/Jupyter/Alumnus/BTYD/lifetimes; E:\Alumnus\Work\JupyterProjects\clv-lifetimes
Customer_lifetime_value_analysis
Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.
data-cleaning-101
Data Cleaning Libraries with Python
multilabeltext
Tutorial from UVA DataPalooza that can be run in Google Collab
NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
nlp_yelp_review_unsupervised
Train unsupervised LDA Topic Model on raw Yelp review text, use topic distributions as feature inputs to SGD Classification supervised models on unseen reviews.
oreilly-intro-to-predictive-clv
Repo that contains the supporting material for O'Reilly Webinar "An Intro to Predictive Modeling for Customer Lifetime Value" on Feb 28, 2017
pydata-seattle-2017
Materials for DataScience.com LTV and Neural Nets Talks at PyData Seattle
sblack
Black theme for Slack Mac
textrank_text_summarization
A tutorial for Automatic Text Summarization using TextRank algorithm.
Uber_Driver_Prediction_Challenge
This notebook is dedicated to the solution of Uber take home challenge. This challenge consists of three main questions and several sub-questions
wids_201_brownbag
For the WiDS brownbag