PyCon Australia 2014 Science & Data miniconf
2014-08-01
Brisbane, Australia
[PyCon Australia 2013, PyCon Australia 2014, PyCon Australia 2014 Science & Data miniconf, PyCon Australia 2015, PyCon Australia 2015 Science/Data Miniconf, PyCon Australia 2015 Education Miniconf]
| title | author | length |
|---|---|---|
| Clustering of high-content screen images to discover off-target phenotypes | Juan Nunez-Iglesias | 27m |
Claims that simple, unsupervised feature summaries plus clustering reveal off‑target cellular phenotypes missed by one‑dimensional scores, demonstrating… | ||
| Pandas 101 | Lex Hider | 34m |
Loads two real datasets (Melbourne weather and Brisbane nowtap beer checkins) with pandas and Wakari/Anaconda, cleans messy CSV rows, converts floats to… | ||
| Multiplying really really big matrices | Paul Leopardi | 25m |
Shows a concrete pipeline: convert sequences to k‑mer count vectors, store huge column‑wise database as numpy.memmap files, assemble each column slice into a… | ||
| Lost in High-dimensional Space? Python to the Rescue! | Jay Larson | 20m |
Claims that sparse grid combinations cut the exponential blowup of full d‑dimensional grids (example: level 6 corresponds to 2^6=64 -> 65 points per axis in… | ||
| Python, Pyramid, and Embedded Devices | Justin Clacherty | 27m |
An open router project uses Python + Pyramid for its web UI alongside nginx, gevent and websockets, and the UI stack actually ships and runs on modest… | ||
| Welcome | Graeme Cross | 10m |
Welcome notes list logistics: dinner reservations on the wiki and Wi‑Fi details on the whiteboard, morning and afternoon tea provided. Specific claims: Python… | ||
| Python for Bioinformatics | Clare Sloggett | 47m |
Describes concrete workflows: uses IPython notebook plus requests to query Ensembl's REST API, turns a plain list of gene symbols into chromosome coordinates… | ||
| Monte Carlo Business Case Analysis with pandas | Arthur Street | 29m |
Shows how to replace error-prone spreadsheets with python and pandas to run Monte Carlo business-case analysis, reading inputs with read_csv, joining with… | ||
| Farewell | 04m | |
The mini conference draws over 100 attendees, receives more papers than slots, and routinely juggles time slots so organizers must reject some submissions… | ||
| PyMODIS: processing 14 years of NASA's remotely sensed MODIS imagery | Ben Davies | 27m |
Reimplements a fragile Idrissy macro pipeline as a tested Python pipeline named PyMODIS, ingesting MODIS NDVI at 250 m (19,000 × 14,000 tiles, 23 rasters/year… | ||
| nothing matches | ||