Archives for July 2015

API by Example

Django & Angular.JS

Django and Robotic Telescopes

CMS Panel

Using StreamingHTTPResponse for JSON & HTML

GIT-CRYPT

Switching from nose to py.test at Mozilla

Salt for django developers

Injecting Django into the work environment

CAMEL, the Cardiff Maths e-learning Project

Django in the social sciences

#DjangoLive

Pushing the pony's boundaries

Real Cardiff

Как называть переменные

Парное программирование. Удаленно

Сontainers. We need to go deeper

World of Jenkins

Знай и люби свой PyObject, ты же программист

An example of Predictive Analytics: Building a Recommendation Engine using Python

Bayesian inference with PyMC 3

Big Data Analytics- The Best of the Worst: AntiPatterns & Antidotes

Bokeh Dashboard Capability Use Case Demo

Bot or Not

Counterfactual evaluation of machine learning models

Creating an intelligent world at Dato

High Throughput Processing of Space Debris Data

Integration with the Vernacular

Jupyter Notebooks and ML Model Operationalization

Keynote - A Systems View of Machine Learning

Keynote - Data driven Education and the Quantified Student

Low Friction NLP with Gensim

Mistakes I've Made

NLP and text analytics at scale with PySpark and notebooks

Numba: Flexible analytics written in Python with machine code speeds and avoiding

Pandas Under The Hood: Peeking behind the scenes of a high performance data analys

Python Data Bikeshed

Sequoia: Point Cloud Processing and Meshing

Social Media Brand Positioning Workflow

State of the Library: matplotlib

Statistical learning of human brain structure

The Possibilities Of Plotting With pandas and IPython

Top 5 uses of Redis as a Database

Why "data informed" beats "data driven

Accelerate data analytics and Python performance with Intel® software

Accelerating the Random Forest algorithm for commodity parallel hardware

An Intuitive Introduction to the Fourier Transform and FFT

Anaconda Cluster Use Case

Blaze and Odo

Brains & Brawn: the Logic and Implementation of a Redesigned Adver

Building a JIT for Python

Building TaxBrain: Numba enabled Financial Computing on the Web

Deep Learning with Python: getting started & getting from ideas to insights in mins

Democratizing Data Science

From DataFrames to Interactive Web Applications in 10 minutes

Hack the Derivative

Investigating User Experience with Natural Language Analysis

Jupyter for Education: Beyond Gutenberg and Erasmus

Keynote- Clouded Intelligence

Keynote - Computation at the edges

Learning Data Science Using Functional Python

Memex - Mining the Dark Web

Mixed language Python & C++ debugging with Python Tools for Visual Studio

Panel: Using, contributing to, and integrating open source in large corporate environments

Saving Lives with Data: Python and Global Health

SFrame and SGraph

Sparkling Pandas- Letting Pandas Roam on Spark DataFrames

Straight, White Males Should Advocate for Diversity

Supernova Cosmology with python

Swarm Intelligence Optimization using Python

Testing for Data Scientists

The past, present, and future of Jupyter and IPython

Trend Estimation in Time Series Signals

University of Washington eScience Institute

Using Python and Azure Machine Learning

What's coming in Python 3.5 and why you should be excited

When is it good to be bad? How do hockey penalties affect the outcome of the game?

Who needs users? Just simulate them!

A brief introduction to Distributed Computing with PySpark

Coding with knives (pt II)

Demystifying mixing with Django

Baptiste's adventure in Djangoland

Beautiful Interactive Visualizations in the Browser with Bokeh

I'm new to Django... but why should I use it?

Dask: out of core arrays with task scheduling

I wrote my first line of code 1¼ years ago

Conformity and you - a question of style

DjangoBeer

Keynote - Computer Science: America's Untapped Opportunity

Machine Learning with Scikit Learn

Do I need to update my Django project?

Pandas: .head() to .tail()

PySnpTools - A New Open Source Library for Reading & Manipulating Matrix Data

Python for Data Science: A Rapid On ramp Primer

Real Time Change Detection on Streaming Data

Welcome to Cardiff University

Scalable Pipelines with Luigi or: I’ll have the Data Engineering, hold the Java!

Speech-to-text reporters

Simplified statistics through simulation

Using Python for Linguistic Data Analysis

Lookups, transforms and expressions

Project templates - alternatives and tools

Better web applications through user testing

An ageing coder tackles his ageing code

What it's really like building RESTful APIs with Django

randomised testing for Django

How to write a view

Effortless real time apps in Django

The Full Stack Octopus

True beauty is on the inside, but users are shallow

forms are static -- no they aren't

How to find the best model parameters in scikit-learn

Lispisms

Software Carpentry 2 Day Scientific Python Course Part 4 of 4

Django aggregations demystified

Using Django in a desktop application

Web accessibility is not an option

Using Python to load-test web apps

7 Years With Django: To Core Developer and Back

A More Accessible Django Girls

Async tasks in Django

Born in (the) #LFK

Development Milestones: 1.0 Onwards

Django Built a Nonprofit

Django Regrets

Django: The Conspiracy

Django without Django

Documentation as Empathy

Give a Python a Pony

How Django Is Good For Your Health

Open Source Community Organizing

Snakes, Ponies and Balloons: Stories of Teaching Django to Thousands of Women

Django Origins (and some things I have built with Django)

The Mysterious Django Community in Mexico

Why I dislike Django

A Framework for Analyzing GADGET Simulation Data in Pandas

A Standardized Framework for Working with Met-Ocean Data

Accelerating Python with the Numba JIT Compiler

Agent Based Modeling in Python with Mesa

ASDF, a New Scientific Data Format

Astropy in 2015

Automated Image Quality Monitoring with IQMon

Give your pony wings

Causal Bayesian NetworkX

Characterizing the Seafloor with Python as a Toolbox

Circumventing the Linker Using SciPy's BLAS and LAPACK within Cython

Django's role in the polyglot web

Docker for Improved Reproducibility of Scientific Python Analyses

Efficient Python for High Performance Parallel Computing

Exploring Open Access Weather Radar with the Python ARM Toolkit

From 1 Day Release to 1 Min Release or How to Recover Time with Automation

From Zero to Hero in Two Years, Open Collaborative Radar Software and the Secret to our Success

Keep on Releasin' Continuous Delivery for Open Source

Keynote: State of the Tools

klepto Unified Persistent Storage to Memory, Database, or Disk

Lightning Talks 2015-07-10

Modern Optimization Methods in Python

Into the rabbit hole

Perceptual Color Maps in matplotlib for Oceanography

Practical Integration of Processing, Inversion and Visualization of Magnetotelluric Geophysical Data

PySPLIT

Python in Tidal Energy Three Tools Used in a Collaboration on Array Optimization

Python Tools for Space Mission Data Analyses

RESTful HDF

Scientific Computing for Undergraduates Getting Students into the Kitchen

So How ARE Scientists Using Python on Supercomputers?

Statistical Thinking for Data Science

Local development with docker

The James Webb Space Telescope Data Calibration Pipeline

Towards a Better Documentation System for Scientific Python

Typing Arrays with DyND

UDL: Unified Interface for Deep Learning

What the FORTRAN is **Doing in Python?

Who Needs Standard Stars Anyway? Telluric Model Fitting with TelFit

Widgets and Astropy Accomplishing Productive Research with Undergraduates

Wrapping C and C++ Libraries with CastXML

Analyzing Genomic Data with PyEnsembl and Varcode

Anatomy of matplotlib

Big Data in Practice The Example of Nilearn for Mining Brain Imaging Data

Blaze + Odo

Building a Cloud based Data Science Platform with Python

Building Python Data Apps with Blaze and Bokeh

Congress & New Media A Data Driven Study of Congressional Public Relations

Cython: Blend the Best of Python and C++

Deploying Python Machine Learning Models in Production

DistArray Distributed Array Computing for Python

ETE: A Python Programming Toolkit for the Analysis and Visualization of Trees

Examining Malware with Python

Exploring Open Source Community Dynamics with BigBang

Geodynamic Simulations in HPC with Python

Global Hydrology Analysis Using Python

Avoiding monoliths

HDF5 is Eating the World

Jupyter Advanced Topics Tutorial

Keynote: Data Science at the New York Times

Keynote: My Data Journey with Python

Lightning Talks 2015-07-09

On privilege and moral duty

PyEDA Data Structures and Algorithms for Electronic Design Automation

Python as a First Programming Language for Biomedical Scientists

Python Derived Imaging Biomarkers of Dementia

Python in Data Science Research and Education

Qiita: Report of Progress Towards an Open Access Microbiome Data Analysis and Visualization Platform

Rapid Accurate and Simple Segmentation of OBjects in Medical Images

Scientific Python using Mobile OS

Scikit bio: A Bioinformatics Library for Data Scientists, Students, and Developers

Software Carpentry 2 Day Scientific Python Course Part 3 of 4

State of the Library: matplotlib

Statistical Learning of Human Brain Structure in DIPY

Striplog Wrangling 1D Subsurface Data

Structural Cohesion Visualization and Heuristics for Fast Computation with NetworkX and matplotlib

The Polyglot Beaker Notebook

Touch Your Data! Color 3D Printing with Python

Using Python to Span the Gap Between Education, Research, and Industry Applications in Geophysics

Visualizing Physiological Signals in Real Time

Welcome to the Algo Wars: Leveraging Design Thinking for Building Scalable Enterprise Intelligent Systems

xray: N D Labeled Arrays and Datasets

A Better Default Colormap for Matplotlib

A Cloud Service to Record Simulation Metadata

An Open Source Data Archive for Expert Annotated Dermoscopic Images

Analysis and Visualization of Imaging Experiments with IPython, sklearn and bokeh

Analyzing and Manipulating Data with Pandas

Basic Sound Processing in Python

Computational Statistics I

Computational Statistics II

Dask Out of core NumPy:Pandas through Task Scheduling

Decorating Drones Using Drones to Delve Deeper into Intermediate Python

Deep Learning Tips from the Road

Dexy and Docker for Scientific Reproducibility

Eigenvector Spatial Filtering using NumPy and ArcGIS

Geospatial Data with Open Source Tools in Python

HoloViews Building Complex Visualizations Easily for Reproducible Science

Image Analysis in Python with SciPy and Scikit Image

Introduction to NumPy

Jupyter : Ipython, State Of Multiuser And Real Time Collaboration

Librosa Audio and Music Signal Analysis in Python

Lightning Talks 2015-07-08

Machine Learning with Scikit Learn - Part I

Machine Learning with Scikit Learn - Part II

Multibody Dynamics and Control with Python

Optimal Control and Parameter Identification of Dynamcal Systems with Direct Collocation using SymPy

pgmpy Probabilistic Graphical Models using Python

pycalphad Computational Thermodynamics in Python

PyRK A Python Package for Nuclear Reactor Kinetics

PyStruct Structured Prediction in Python

Scientific Data Analysis and Visualization with VTK and ParaView

Signal Processing and Communications Teaching and Research Using IPython Notebook

Software Carpentry 2 Day Scientific Python Course Part 1 of 4

Software Carpentry 2 Day Scientific Python Course Part 2 of 4

Spatial Income Inequality Dynamics in PySAL

Story Time with Bokeh

Teaching with IPython:Jupyter Notebooks and JupyterHub

The Need for New Tools for Materials Discovery

TrendVis: An Elegant Interface for Dense, Sparkline-Like, Quantitative Visualizations of Multiple Series Using Matplotlib

VisPy Harnessing The GPU For Fast, High Level Visualization

Will Millennials Ever Get Married? Survival Analysis and Marriage Data