Tim Hopper

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

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

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

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

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

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

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

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

topic-modeling-datasets. C++

wt. Git Worktree Manager

rta-pyspark-presentation. Very basic introduction to pyspark

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

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

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

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

sleepsort. Single-threaded Sleep Sort implemented in Python 3.7

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

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

dirichletprocess. ♻ Tools for Dirichlet Processes

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

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

moon. :moon: Tweet current moon phase

resume.tdhopper.com. Resume

Pickle-and-Redis. IPython for PyCarolinas 2012 talk

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

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/)

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

pytest-fixture-examples. Python

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

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

pysqlcipher3. Python 3 bindings for SQLCipher

pychromelambda. Python

feast. Feature Store for Machine Learning

tools. Assorted tools

xo. exofrills text editor

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

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

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.

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

iir. Machine Learning / Natural Language Processing / Information Retrieval

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

Alfred-Workflows.

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