coreylynch

import itertools

import numpy as np

from sklearn.linear_model import SGDClassifier, SGDRanking
from sklearn import metrics
from minirank.compat import RankSVM as MinirankSVM
from scipy import stats

coreylynch

import rclpy
from rclpy.node import Node

import threading
from std_msgs.msg import String


class MinimalPublisher(Node):

    def __init__(self, name):

coreylynch

# Not a bash script, just the commands that worked for me

# C compiler
sudo yum groupinstall 'Development Tools'

# Virtualenv
sudo pip install --upgrade virtualenv
virtualenv --system-site-packages ~/tensorflow

# Tensorflow (virtualenv)

coreylynch

from wtforms import Form, BooleanField, TextField, PasswordField, validators

class RegistrationForm(Form):
    username = TextField('Username', [validators.Length(min=4, max=25)])
    email = TextField('Email Address', [validators.Length(min=6, max=35)])
    password = PasswordField('New Password', [
        validators.Required(),
        validators.EqualTo('confirm', message='Passwords must match')
    ])
    confirm = PasswordField('Repeat Password')

coreylynch

Async 1-step DQN 

clone https://github.com/coreylynch/async-rl
run python async_dqn.py --experiment breakout --game "Breakout-v0" --num_concurrent 8

coreylynch

"""
Benchmark sklearn's SGDClassifier on RCV1-ccat dataset.

So generate the input files see http://leon.bottou.org/projects/sgd .

Results
-------
ACC: 0.9479
AUC: 0.9476

coreylynch

Title: Walk in the blizzard 
 
With some IFs, I am thinking of a walk in the forecasted blizzard on Saturday. My departure time will be about 10:30 AM and I would expect to be walking at a brisk, but not fast pace. My maximum destination will be Fairway in Red Hook with a stop there for lunch, something hot to drink and a bathroom stop. Walking with no snow is one hour and I would guess with the snow and blizzard conditions it would be more like an hour and a half. Roundtrip with the stop could be as much as four hours.
Here are the IFs:
If there is no rain and it is all snow. 
If Fairway is open.
If the snow is not too extreme.
 
For sure I'll spend some time trudging through the storm.
 

coreylynch

                                                   *##X      
                                                   *###*     
                                                   ####X     
                     *#                           ####X#     
                     X#X                          #X##X#     
         X           *##                          ###X#X     
        X#     *XX*  *##X                         X####      
        ##*  *######XX# #                         *##X       
        ### *#X     #X* #              **          ##        
        #X###X      X  ##          ***####         ##*       

coreylynch

20110908_NO@GB,1,,0,NO,GB,,,,T.Morstead kicks 68 yards from NO 35 to GB -3. R.Cobb to GB 24 for 27 yards (L.Torrence).,0,0,2011
20110908_NO@GB,1,59,55,GB,NO,1,10,76,(14:55) (Shotgun) A.Rodgers pass short right to G.Jennings to GB 33 for 9 yards (T.Porter).,0,0,2011
20110908_NO@GB,1,59,25,GB,NO,2,1,67,(14:25) (Shotgun) R.Grant right tackle to GB 37 for 4 yards (C.Jordan).,0,0,2011
20110908_NO@GB,1,58,58,GB,NO,1,10,63,(13:58) A.Rodgers pass short right to J.Nelson to GB 43 for 6 yards (J.Greer).,0,0,2011
20110908_NO@GB,1,58,25,GB,NO,2,4,57,(13:25) (Shotgun) A.Rodgers sacked at GB 35 for -8 yards (J.Casillas).,0,0,2011
20110908_NO@GB,1,57,51,GB,NO,3,12,65,(12:51) (Shotgun) A.Rodgers pass short right to D.Driver to NO 49 for 16 yards (M.Jenkins).,0,0,2011
20110908_NO@GB,1,57,17,GB,NO,1,10,49,(12:17) (Shotgun) A.Rodgers pass deep left to J.Nelson to NO 13 for 36 yards (P.Robinson).,0,0,2011
20110908_NO@GB,1,56,29,GB,NO,1,10,13,(11:29) (Shotgun) A.Rodgers scrambles up the middle to NO 12 for 1 yard (J.Casillas).,0,

coreylynch

patching file lib/jobs/build.xml
Hunk #1 FAILED at 97.
1 out of 1 hunk FAILED -- saving rejects to file lib/jobs/build.xml.rej
patching file lib/operators/build.xml
Hunk #1 FAILED at 116.
1 out of 1 hunk FAILED -- saving rejects to file lib/operators/build.xml.rej