dvatterott Goto Github PK

amazon_helpfulness

looking at whether I can predict helpfulness of reviews

arrow

Apache Arrow is a cross-language development platform for in-memory data. It specifies a standardized language-independent columnar memory format for flat and hierarchical data, organized for efficient analytic operations on modern hardware. It also provides computational libraries and zero-copy streaming messaging and interprocess communication. Languages currently supported include C, C++, Java, JavaScript, Python, and Ruby.

baseball_matchup_predictions

predicting baseball game outcomes using a collaborative filtering approach

bmm_attentional_cnn

A CNN with an attentional module that I built while attending the brains minds and machines summer course

dagre-d3

A D3-based renderer for Dagre

dask

Parallel computing with task scheduling

dask-examples

data-science-ipython-notebooks

Continually updated 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.

data_challenge

generating fake data for data challenges

datapipeline_presentation

Short presentation about building data-pipelines

dvatterott.github.io

website

explore_feature_automation

Jupyter notebook exploring the feature tools library.

fantasy_football

scraping and modeling fantasy football data

fn

python library for generating file names based on current time and git commit.

jupyter-docker-stacks

Opinionated stacks of ready-to-run Jupyter applications in Docker. Forked to add GPU capabilities.

jupyter_notebooks

Some of my jupyter notebooks

kodi_addons

repsitory for kodi addons that I build

matlab

matlab functions

mlb_errors

Quick analysis of retrosheet.org to see if some baseball players are more likely to hit into errors than others.

nba_project

Playing with NBA data

opiate_obits

Public health awareness project involving NLP of obituaries from people who died from opiod addiction.

predeval

Identify bad model outputs before you have evaluation data.

presidential_speeches

Analysis of presidential speeches across time

pyspark_tutorial

Prepare.ai tutorial on building a data science pipeline with PySpark.

react-d3

reminder_email

Create weekly reminder emails on random day

render

[unmaintained] helpers used to draw and animate with python (cairo)

reveal_external

Plugin for reveal.js to import external sections.

sql_presentation

SQL Presentation at Insight

stackex_sum

Sifting the Overflow, a product I created as a Data Science Fellow at Insight (www.siftingtheoverflow.com)