kadakia Goto Github PK

anomaly-detection

Anomaly detection using ML approaches such as isolation forests and one-class SVM

api-practice

Interacting with various APIs and parsing the results

caption-maker

Image captioning by transfer learning, with a CNN (VGG) as encoder and LSTM as decoder

caption_app

Repository for my web application

census

An analysis of census data using SQLAlchemy

deeper-learning

Wage prediction (regression) and digit recognition (classification) in Keras

euler

Solutions to a few Project Euler problems

fake-news-and-more

Fake news classifier, as well as lots of NLP practice

finch-beaks

Statistical analysis of beak measurements for two species of finches

flight-delays-dask

Analysis of flight delays due to weather using Dask

fracking-and-parkfield

Statistical analysis of seismicity and earthquake frequency

gapminder-bokeh-heroku

Files needed for heroku deployment of a server-based bokeh app

global-bokeh-heroku

Version 2 of my bokeh app

insight

Where have Insight data science fellows started their careers?

kadakia.github.io

kaggle

Solutions to Kaggle competitions

kidney-disease-xgboost

Predicting chronic kidney disease using xgboost

life-expectancy

Analyzing life expectancy data while demonstrating data cleaning skills

many_xml_to_df

The goal is to extract data out of many XML files, and into rows of a dataframe

mord

Ordinal regression algorithms

multi-armed-bandits

Introduction to multi-armed bandits, including implementation of an epsilon-greedy algorithm

pmepsilon

+/- Epsilon: Search the arXiv for related math papers

pyspark_sql_ml

Running SQL Queries on Spark tables and dataframes, and building PySpark ML pipelines

python-getting-started

Getting Started with Python on Heroku.

random-walks

Roll the dice to determine if you move up or down

recommender-systems

Content-based filtering, collaborative filtering, and an attempt at using LightFM

rohanapp

Flask application

summer-olympics

Examining data on Olympic medals dating back to 1896

time-series-intro

Covers basic concepts in time series analysis using real data

weather

Exploratory data analysis on weather data for Austin, Texas