charleswg

charleswg / anaconda-tensorflow-keras.txt

Created July 19, 2018 17:34 — forked from jeffg-dev/anaconda-tensorflow-keras.txt

Anaconda Keras / TensorFlow environment setup

	Install TensorFlow (CPU), Keras, and some other tools to a new anaconda environment.

	Open Anaconda Prompt

	conda create --name tensorflow35 python=3.5
	conda activate tensorflow35
	conda install jupyter
	conda install scipy
	conda install spyder
	pip install tensorflow

charleswg / waya-dl-setup.sh

Created September 27, 2017 03:19 — forked from mjdietzx/waya-dl-setup.sh

Install CUDA Toolkit v8.0 and cuDNN v6.0 on Ubuntu 16.04

	#!/bin/bash

	# install CUDA Toolkit v8.0
	# instructions from https://developer.nvidia.com/cuda-downloads (linux -> x86_64 -> Ubuntu -> 16.04 -> deb (network))
	CUDA_REPO_PKG="cuda-repo-ubuntu1604_8.0.61-1_amd64.deb"
	wget http://developer.download.nvidia.com/compute/cuda/repos/ubuntu1604/x86_64/${CUDA_REPO_PKG}
	sudo dpkg -i ${CUDA_REPO_PKG}
	sudo apt-get update
	sudo apt-get -y install cuda

charleswg / semantic_transfer_learning.py

Created August 4, 2017 20:30 — forked from prats226/semantic_transfer_learning.py

Sentiment classification using transfer learning

	import collections, math, random, numpy
	import tensorflow as tf
	from sklearn.cross_validation import train_test_split

	sentences = """hated the movie it was stupid;\ni hated it so boring;\nawesome the movie was inspiring;\nhated it what a disaster;\nwe hated the movie they were idiotic;\nhe was stupid, hated her;\nstupid movie is boring;\ninspiring ourselves, awesome;\ninspiring me, brilliant;\nwe hated it they were rubbish;\nany inspiring movie is amazing;\nit was stupid what a disaster;\nits stupid, rubbish;\nstupid, idiotic!;\nawesome great movie;\nboring, must be hated;\nhe was boring the movie was stupid;\nboring movie was a disaster;\nboth boring and rubbish;\nso boring and idiotic;\ngreat to amazing;\ndisaster, more than hated;\nbetween disaster and stupid;\ndisaster, so boring;\nawesome movie, brilliant;\ntoo awesome she was amazing;\nhe was brilliant loved it;\ndisaster, only idiotic;\nrubbish movie hated him;\nit was rubbish, why so stupid?;\nrubbish, too boring;\nrubbish, disaster!;\nrubbish, very