Archives and tags

simulation (6) statistics (4) animation (11) jupyter (4) cython (5) conda (2) pip (1) python (6) data (6) tutorial (14) ctypes (2) lomb-scargle (2) pandas (5) benchmarks (9) matplotlib (20) cycling (3) dask (1) frequentism (6) bayesianism (6) numpy (4) numba (3) opinion (5) academia (3) memoryviews (2) mpld3 (2) javascript (2) fft (1) xkcd (2) ipython (1) blogging (2) octopress (2) pelican (1) scikit-learn (1) code golf (1) sudoku (1) osx (1) development (1) nintendo (1) linear algebra (1) metaclasses (1) scipy (1)

The Waiting Time Paradox, or, Why Is My Bus Always Late?
13.09.2018
Simulating Chutes & Ladders in Python
18.12.2017
Optimization of Scientific Code with Cython: Ising Model
11.12.2017
Installing Python Packages from a Jupyter Notebook
05.12.2017
Exploring Line Lengths in Python Packages
09.11.2017
Exposing Python 3.6's Private Dict Version
26.05.2017
A Practical Guide to the Lomb-Scargle Periodogram
30.03.2017
Group-by From Scratch
22.03.2017
Triple Pendulum CHAOS!
08.03.2017
Reproducible Data Analysis in Jupyter
03.03.2017
Conda: Myths and Misconceptions
25.08.2016
Analyzing Pronto CycleShare Data with Python and Pandas
17.10.2015
Out-of-Core Dataframes in Python: Dask and OpenStreetMap
14.08.2015
Frequentism and Bayesianism V: Model Selection
07.08.2015
Learning Seattle's Work Habits from Bicycle Counts
23.07.2015
The Model Complexity Myth
06.07.2015
Fast Lomb-Scargle Periodograms in Python
13.06.2015
Optimizing Python in the Real World: NumPy, Numba, and the NUFFT
24.02.2015
The Hipster Effect: An IPython Interactive Exploration
11.11.2014
How Bad Is Your Colormap?
16.10.2014
On Frequentism and Fried Chicken
02.09.2014
Hacking Academia: Data Science and the University
22.08.2014
Frequentism and Bayesianism IV: How to be a Bayesian in Python
14.06.2014
Frequentism and Bayesianism III: Confidence, Credibility, and why Frequentism and Science do not Mix
12.06.2014
Is Seattle Really Seeing an Uptick In Cycling?
10.06.2014
Frequentism and Bayesianism II: When Results Differ
06.06.2014
Why Python is Slow: Looking Under the Hood
09.05.2014
An Introduction to the Python Buffer Protocol
05.05.2014
Frequentism and Bayesianism: A Practical Introduction
11.03.2014
D3 Plugins: Truly Interactive Matplotlib In Your Browser
10.01.2014
A D3 Viewer for Matplotlib Visualizations
19.12.2013
Static Interactive Widgets for IPython Notebooks
05.12.2013
Kernel Density Estimation in Python
01.12.2013
The Big Data Brain Drain: Why Science is in Trouble
26.10.2013
Understanding the FFT Algorithm
28.08.2013
Conway's Game of Life in Python
07.08.2013
XKCD Plots have Landed in Matplotlib!
10.07.2013
Numba vs. Cython: Take 2
15.06.2013
IPython Notebook: Javascript/Python Bi-directional Communication
01.06.2013
A Simple Animation: The Magic Triangle
28.05.2013
A Javascript Viewer for Matplotlib Animations
19.05.2013
Embedding Matplotlib Animations in IPython Notebooks
12.05.2013
Migrating from Octopress to Pelican
07.05.2013
Benchmarking Nearest Neighbor Searches in Python
29.04.2013
Code Golf in Python: Sudoku
15.04.2013
Matplotlib and the Future of Visualization in Python
23.03.2013
Animating the Lorenz System in 3D
16.02.2013
Setting Up a Mac for Python Development
02.02.2013
Hacking Super Mario Bros. with Python
13.01.2013
Will Scientists Ever Move to Python 3?
03.01.2013
Sparse SVDs in Python
19.12.2012
Minesweeper in Matplotlib
06.12.2012
A Primer on Python Metaclasses
01.12.2012
3D Interactive Rubik's Cube in Python
26.11.2012
Quaternions and Key Bindings: Simple 3D Visualization in Matplotlib
24.11.2012
Sparse Graphs in Python: Playing with Word Ladders
14.10.2012
XKCD-style plots in Matplotlib
07.10.2012
Blogging with IPython in Octopress
04.10.2012
Optical Illusions in Matplotlib
26.09.2012
Why Python is the Last Language You'll Have To Learn
20.09.2012
Dynamic Programming in Python: Bayesian Blocks
12.09.2012
Quantum Python: Animating the Schrodinger Equation
05.09.2012
Numba vs Cython
24.08.2012
Matplotlib Animation Tutorial
18.08.2012
Memoryview Benchmarks 2
16.08.2012
Memoryview Benchmarks
08.08.2012

Archives and tags

The Waiting Time Paradox, or, Why Is My Bus Always Late?

Simulating Chutes & Ladders in Python

Optimization of Scientific Code with Cython: Ising Model

Installing Python Packages from a Jupyter Notebook

Exploring Line Lengths in Python Packages

Exposing Python 3.6's Private Dict Version

A Practical Guide to the Lomb-Scargle Periodogram

Group-by From Scratch

Triple Pendulum CHAOS!

Reproducible Data Analysis in Jupyter

Conda: Myths and Misconceptions

Analyzing Pronto CycleShare Data with Python and Pandas

Out-of-Core Dataframes in Python: Dask and OpenStreetMap

Frequentism and Bayesianism V: Model Selection

Learning Seattle's Work Habits from Bicycle Counts

The Model Complexity Myth

Fast Lomb-Scargle Periodograms in Python

Optimizing Python in the Real World: NumPy, Numba, and the NUFFT

The Hipster Effect: An IPython Interactive Exploration

How Bad Is Your Colormap?

On Frequentism and Fried Chicken

Hacking Academia: Data Science and the University

Frequentism and Bayesianism IV: How to be a Bayesian in Python

Frequentism and Bayesianism III: Confidence, Credibility, and why Frequentism and Science do not Mix

Is Seattle Really Seeing an Uptick In Cycling?

Frequentism and Bayesianism II: When Results Differ

Why Python is Slow: Looking Under the Hood

An Introduction to the Python Buffer Protocol

Frequentism and Bayesianism: A Practical Introduction

D3 Plugins: Truly Interactive Matplotlib In Your Browser

A D3 Viewer for Matplotlib Visualizations

Static Interactive Widgets for IPython Notebooks

Kernel Density Estimation in Python

The Big Data Brain Drain: Why Science is in Trouble

Understanding the FFT Algorithm

Conway's Game of Life in Python

XKCD Plots have Landed in Matplotlib!

Numba vs. Cython: Take 2

IPython Notebook: Javascript/Python Bi-directional Communication

A Simple Animation: The Magic Triangle

A Javascript Viewer for Matplotlib Animations

Embedding Matplotlib Animations in IPython Notebooks

Migrating from Octopress to Pelican

Benchmarking Nearest Neighbor Searches in Python

Code Golf in Python: Sudoku

Matplotlib and the Future of Visualization in Python

Animating the Lorenz System in 3D

Setting Up a Mac for Python Development

Hacking Super Mario Bros. with Python

Will Scientists Ever Move to Python 3?

Sparse SVDs in Python

Minesweeper in Matplotlib

A Primer on Python Metaclasses

3D Interactive Rubik's Cube in Python

Quaternions and Key Bindings: Simple 3D Visualization in Matplotlib

Sparse Graphs in Python: Playing with Word Ladders

XKCD-style plots in Matplotlib

Blogging with IPython in Octopress

Optical Illusions in Matplotlib

Why Python is the Last Language You'll Have To Learn

Dynamic Programming in Python: Bayesian Blocks

Quantum Python: Animating the Schrodinger Equation

Numba vs Cython

Matplotlib Animation Tutorial

Memoryview Benchmarks 2

Memoryview Benchmarks