記錄一下Pycon 2014第一天(5/17)參加的議程
python powered analytics for business
Wes McKinney
python for data analysis 和 pandas的作者
python’s role in 2014 for analytics
how did we get here where are we going
BI
ETL
介紹一些學習資源 nbviewer.ipython.org
viable alternative
- R
- Julia
- Proprietary: SAS, SPSS, StatusModel
- JVMLand
PyData conferences
why did pandas succeed
an api optimized for terminal friendliness conposablility
it took avillage
Cython Numpy
maplotlib scipy
statsmodels ipython
guiding principle
make the easy things easy
讀取資料 分析資料 回歸模型
Medium Data
scikit-learn
pandas the good and bad
1.ecosystem compatibility
2.design for broad appeal
3.the big data problem
broader data trends
python r julia growing at expense of prorietary tools
jvm-based big data ecosystem
concurrent multicore programing
future
distributed in-memory data analysis
staying competitive
community building
介紹datapad的功能
real-time visualiztion with python and d3.js
grs stock
大部分都是在介紹作者的視覺化圖形，這些都是用d3.js產生的。
VapourSynth come doet it indicate thare avisynth will shutdown
vapoursynth
demo a movie 一些影像處理效果
avisynth structure
VFW
簡介如何使用api和參數。
Graph-Tool: The Efficient Network Analyzing Tool for Python
如何使用 Graph-Tool
ux
pickle
cerntrality measures
建立圖形並且使用圖形演算法分析圖形
簡單離散數學
可以使用於拓鋪學
betweenness centrality
eigenvector centrality
numpy nan
Top N
SFDF
ARF
python and science
講解python 在科學計算上的歷史和進展
beyond numpy: a whole ecosystem
trending topic at strata conference 2011 - 2014
cs 109
numfocus.org
book
DMRL: A versatile Python tool to assess DNA methylation variation and identify DMRs
DNA sodium bisulfite
bisulfite sequence alignment
t-test ANOVA Fisher `s exact test
methylation distance
比較DNA序列 PYSAM
Analysis wordflow
前面一大部分都在介紹關於DNA 的基礎知識提到一些甲基化的東西
Hacking Models with Python
寫改數學模型 cluster liner respresion
view point
Data Analysis in Python
介紹 library
matplotlb scikit-learn statsmodel numba blaze