UnsatisfiableError: The following specifications were found to be in conflict: keras pil

>conda install -c anaconda pil
Solving environment: failed

UnsatisfiableError: The following specifications were found to be in conflict:
– keras
– pil
Use “conda info <package>” to see the dependencies for each package.

 

Workaround: conda install pillow

“Pillow is the “friendly PIL fork” by Alex Clark and Contributors. PIL is the Python Imaging Library by Fredrik Lundh and Contributors. ”
https://qiita.com/YankeeDeltaBravo225/items/6968c376a491b6171671

How to install Tensorflow in an Anaconda virtual environment – Mac

So I have Anaconda installed and wanted to install TensorFlow as well (I’m using PyCharm):

I tried installing TensorFlow with Conda as per official doc:
https://www.tensorflow.org/install/install_mac#installing_with_anaconda

  • conda create -n tensorflow pip python=3.6
  • source activate tensorflow
  • pip install –ignore-installed –upgrade https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl

However when creating a new virtual environment in PyCharm you need to make sure TensorFlow is installed as well in there, to do so simple do (after you have created your project {i.e. tf_basics} in PyCharm):

  • source activate tf_basics
  • pip install –ignore-installed –upgrade $URL_THAT_MAKES_SENSE I used:
    • pip install –ignore-installed –upgrade https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow-1.8.0-py3-none-any.whl
    • Tip: you may get annoying messages like: “Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA”
    • Installing the proper tf version should fix it, take a look here for more info: https://github.com/lakshayg/tensorflow-build
    • Or just do…
      import os
      os.environ[‘TF_CPP_MIN_LOG_LEVEL’] = ‘2’

To test your virtual env is running TensorFlow you can run TensorFlow hello world:

import tensorflow as tf
hello = tf.constant(‘Hello, TensorFlow!’)
sess = tf.Session()
print(sess.run(hello))

 

 

How to add you xcode project to github

So you created a brand new xcode project and selected a local repository and are wondering how to add it to github?

Fear not, below steps to make it happen:

Summary:

  1. Navigate to the path of your xcode project and run:
    git remote add foodTracker https://github.com/ACCOUNT/REPOSITORY
  2. Pull the changes
    Git will complain of “fatal: refusing to merge unrelated histories”  solution”–allow-unrelated-histories” use the option
    git pull REPOSITORY master –allow-unrelated-histories
  3. Now you should be able to push from xcode

Other useful commands:

  • git show remote
  • git remote remove REPOSITORY

Happy coding!

Checking what your Mac is loading at startup and userlogon

Summary from: http://osxdaily.com/2010/02/17/track-down-all-startup-login-script-and-application-launches-in-mac-os-x/

Apps loaded at startup

  1. /Library/StartupItems
  2. /Library/LaunchDaemons
  3. /System/Library/LaunchDaemons

User (ran at user logon):

  1.  ~/Library/LaunchAgents
    • Found this guy: com.google.keystone.agent.plist
    • Google updater, decided to keep it, but if you want to read mode try this post
  2. /Library/LaunchAgents/
  3. /System/Library/LaunchAgents/

Crons:

  1. crontab -l

Kernell extensions

  1. kextstat | grep YOUR_QUERY

Login and LogOut Hooks:

  1. defaults read com.apple.loginwindow LoginHook
  2. defaults read com.apple.loginwindow LogoutHook

Keras 2 API tips

“Old” Keras Dense declaration in Keras 2 API :

model.add(Dense(11, input_dim=11, init=”uniform”, activation=”relu”))

is now:

Dense(11, input_dim=11, activation=”relu”, kernel_initializer=”uniform”)

If when adding you

  • TypeError: add() got an unexpected keyword argument ‘init’

 

UserWarning: The `nb_epoch` argument in `fit` has been renamed `epochs`.
warnings.warn(‘The `nb_epoch` argument in `fit` ‘

How to install nltk (Windows and Mac)

If you are getting this error: ‘tokenizers/punkt/PY3/english.pickle’

Most likely is because you haven’t downloaded necessary nltk packages, don’t worry is quite easy:

  • Open a terminal (cmd in Windows)
  • Run Python by typing in the terminal Window python then write everything belo
    • conda install -c anaconda nltk
    • import nltk
    • nltk.download()
  • Look for a new program that will pop up and btw show available packages from here:
    • https://raw.githubusercontent.com/nltk/nltk_data/gh-pages/index.xml
  • I installed the “popular” option and that got rid of the issue

Happy coding,

 

LookupError: 
**********************************************************************
  Resource 'tokenizers/punkt/PY3/english.pickle' not found.
  Please use the NLTK Downloader to obtain the resource:  >>>
  nltk.download()
  Searched in:
    - '/Users/josuegc/nltk_data'
    - '/usr/share/nltk_data'
    - '/usr/local/share/nltk_data'
    - '/usr/lib/nltk_data'
    - '/usr/local/lib/nltk_data'
    - ''
**********************************************************************