Michael Uzowuihe

HOW TO USE MACHINE LEARNING TO IMPROVE YOUR WRITING Machine Learning in Writing Amazingly, people can now create writings that are error-free and as such improve their experiences without stress. This is made possible by the use of sophisticated Artificial Intelligence (A.I) just as it was recorded that Microsoft rolled out an Editor in Word that can offer suggestions for rewriting full sentences rather than just offering spelling or grammar fixes. The AI-powered writing assistance tools are created with deep learning algorithms and trained on large and diverse datasets which are the documents written by people, to preserve focus time and help one find ways to write more clearly. How to Use Before, getting started is of the essence to download this code created by Sung Kim. After which unzip it and copy the folder there into a desktop environment. Open the file input.txt in the folder through these path: word-rnn-tensorflow-master > data > tinyshakespeare > input.txt Delete all text in the file and replace with any sample text to be used. The computer algorithm would understand all the unique words in the sample, then use the mathematical model of deep learning to group words that appear often together in the text given. Install tensor flow – a machine learning library for running codes: click command + space and enter a “terminal” in the Spotlight search bar, then click the enter key. The terminal opens, then enter the codes below one after another while pressing the enter key after each entry; sudo easy_install pip ⏎ sudo easy_install --upgrade six ⏎ export TF_BINARY_URL=https://storage.googleapis.com/tensorflow/mac/cpu/tensorflow0.12.1-py2-none-any.whl ⏎ sudo pip install --upgrade $TF_BINARY_URL Train the model with tensorflow i.e. to begin, enter the code below in the terminal consecutively one after another using the enter key: source ~/tensorflow/bin/activate cd ~/desktop/word-rnn-tensorflow-master python train.py once training is completed, kindly open the file “sample.py”, that is in the “word-rnntensorflow-master” folder. And search for this line of code: parser.add_argument(‘-n’, type=int, default=200, help=’number of words to sample’) Change the above code default value from “200” to any number of words you do like to generate. Then save the file again and go back to the terminal. Enter this code: python sample.py This presents a beautiful piece of writing crafted with deep leaning – machine learning. Carry out any necessary correction to get it ready for publishing. The advancement of this technology has made a space for recreating, making corrections and generating a piece of writing that is relevant and less-stressful.