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Type Title Speaker Link Accelerate AI Keynote Blockchain and AI: future data systems must be built differently Prof. Alex Pentland, MIT https://youtu.be/KSErDMLaGqQ

Accelerate AI Keynote Gary Marcus https://youtu.be/FEILBLTpA9U?

Accelerate AI Keynote Current and Future Trends in AI, Machine Learning, and Data Science Kirk Borne https://youtu.be/ljFmXMS0c78

ODSC Award ODSC Award https://youtu.be/SRNpuW0xQ8g

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import numpy as np
from sklearn.linear_model import LinearRegression
from sklearn.linear_model import Lasso
from sklearn.cross_validation import train_test_split
from sklearn.metrics import r2_score
import networkx as nx
import pandas as pd
from scipy.optimize import minimize
import time

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library(rgeos)
library(rgdal) # needs gdal > 1.11.0
library(ggplot2)

# map theme
devtools::source_gist("https://gist.github.com/hrbrmstr/33baa3a79c5cfef0f6df")

map = readOGR("readme-swiss.json", "cantons")
map_df <- fortify(map)

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Use public data, t, and csvkit to find Congressmembers on Twitter from the command-line

This snippet uses:

• t, a command-line tool for accessing the Twitter API
• csvcut from the invaluable csvkit suite
• a CSV of U.S. congressmember data compiled by the Sunlight Foundation, from the public unitedstates/congress-legislators Github project.

First, download the CSV (included below in this gist as sunlight-legislators.csv:

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To transform the currently opened Graphviz source file (in DOT Language) into a PNG:

{
    "cmd": [ "dot", "-Tpng", "-o", "$file_base_name.png", "$file"],
    "selector": "source.dot"
}

Usage

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 ##############################################################################
 #                        Calendar Heatmap                                    #
 #                                by                                          #
 #                         Paul Bleicher                                      #
 # an R version of a graphic from:                                            #
 # http://stat-computing.org/dataexpo/2009/posters/wicklin-allison.pdf        #
 #  requires lattice, chron, grid packages                                    #
 ############################################################################## 

## calendarHeat: An R function to display time-series data as a calendar heatmap