This is your work, valued

Raleigh, NC

Tim Hopper

Elite
@tdhopper

Machine learning infrastructure engineer at Spotify

www.tdhopper.com

notes-on-dirichlet-processes. :game_die: Notes explaining Dirichlet Processes, HDPs, and Latent Dirichlet Allocation

414

pythonplot.com. 📈 Interactive comparison of Python plotting libraries for exploratory data analysis. Examples of using Pandas plotting, plotnine, Seaborn, and Matplotlib.

113

pydata-nyc-2015. :scroll: Understanding Probabilistic Topic Models with Simulation in Python

65

Data-Science-Conference-Bingo. :red_circle: Inspired by John Foreman. Created by the crowds.

54

tau. :bird: Template for creating a tweetbot with AWS Lambda

39

intro-to-scikit-learn. :nut_and_bolt: Materials for talk on scikit-learn

29

udacity-deep-learning. :notebook: Install directions and example notebooks for Udacity's Deep Learning classes

28

awk-lessons. An unfinished interactive Awk tutorial using Jupyter notebooks

21

topic-modeling-datasets. C++

20

wt. Git Worktree Manager

17

rta-pyspark-presentation. Very basic introduction to pyspark

15

smo-svm. A derivation of the Sequential Minimal Optimization Algorithm for Support Vector Machines

11

freespace.tdhopper.com. Commands for cleaning up your system and freeing up disk space.

11

automating_python. An interactive tutorial about how to use the Ansible configuration management tool to run a long-running Python process on a remote machine in a repeatable manner

11

exception. :x: Extract unique Python exceptions with their traceback from a log file.

9

sleepsort. Single-threaded Sleep Sort implemented in Python 3.7

9

new-mac-setup. :computer: Take some of the work out of setting up a new Mac by automating with Homebrew and Github stored dotfiles

8

teh-npbayes. Yee Whye Teh's code Nonparametric Bayesian Mixture Models - release 2.1 and Nonparametric Bayesian Mixture Models - release 1

8

dirichletprocess. ♻ Tools for Dirichlet Processes

7

auto-futurize. Automatically make Python 2.7 code compatible with Python 3.

7

jupyter-shot. Quickly share screenshots of Jupyter notebook cells.

6

moon. :moon: Tweet current moon phase

6

resume.tdhopper.com. Resume

6

Pickle-and-Redis. IPython for PyCarolinas 2012 talk

5

Rosetta-Stone-for-Stochastic-Dynamic-Programming. :arrows_counterclockwise: Table of notation for stochastic dynamic programming.

5

Notes-on-Least-Squares-Policy-Iteration. Notes and example code related to the Least-Squares Policy Iteration algorithm (http://www.cs.duke.edu/research/AI/LSPI/)

4

philosophy-article. Tweet random articles from Stanford's Encyclopedia of Philosophy with AWS Lambda

3

pytest-fixture-examples. Python

2

your_old_tweets. AWS Lambda-based tool for shown your old tweets from this day.

2

LLMs-from-scratch. Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

2

pysqlcipher3. Python 3 bindings for SQLCipher

2

pychromelambda. Python

2

feast. Feature Store for Machine Learning

1

tools. Assorted tools

1

xo. exofrills text editor

1

pytest-cookies. The pytest plugin for your Cookiecutter templates. 🍪

1

pyenv-virtualenv. a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv)

1

ray. An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

1

Logistics-Engineering-with-Mathematica. Toolkit for accessing US zip code data in Mathematica along with several utilities for basic logistics engieering problems

1

iir. Machine Learning / Natural Language Processing / Information Retrieval

1

ligo-tutorial. Run LIGO's Signal Processing tutorial easily on OS X/Linux with Anaconda.

1

Alfred-Workflows.

1

alfred-hop. Alfred workflow to quickly jump to your favorite folders and remote machines.

1