joddm

amazonaccess

Amazon Employee Access Challenge

ams-2013-2014-solar-energy

BDC

Code used to generate my submission for the Big Data Combine Kaggle Competition

dagmm

My attempt at reproducing the paper Deep Autoencoding Gaussian Mixture Model for Unsupervised Anomaly Detection

data-science-ipython-notebooks

Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

Erlemar.github.io

Data science portfolio

example_dataproc_twitter

This repository is used as source code for the medium post about implementing a Twitter recommender system using GCP.

inDelphi-app

Heroku/Dash app for inDelphi.

interactive-coding-challenges

Huge update! Interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

Kaggle-Ensemble-Guide

Code for the Kaggle Ensembling Guide Article on MLWave

kaggle-talkingdata-visualization

Source code for blog post: Interactive Data Visualization of Geospatial Data using D3.js, DC.js, Leaflet.js and Python

kaggle_pbr

My best submission to the Kaggle competition "Predicting a Biological Response", ranked 17th over 711 teams.

MachineLearningStocks

Using python and scikit-learn to make stock predictions

ML-From-Scratch

Bare bones Python implementations of Machine Learning models and algorithms. Aims to cover everything from Data Mining techniques to Deep Learning.

pandas-exercises

Walkthrough exercises from PandasTutorial by Wes McKinney.

pycon-pandas-tutorial

PyCon 2015 Pandas tutorial materials

pydata-gbrt-tutorial

IPython notebook for PyData SF 2014 tutorial: "Gradient Boosted Regression Trees in scikit-learn"

Rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

research_public

Quantitative research and educational materials

rl-portfolio-management

Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)

Santander-Product-Recommendation

2nd Place Solution of the Kaggle Competition - Santander Product Recommendation

statarb

uit-thesis

LaTeX document class for writing theses