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osama-fattah's Projects

instai icon instai

A GPT powered AI bot which creates and posts media on instagram based on a topic

virality icon virality

language used : python3 Creating a code which checks the probability of some information getting viral This is what the code does takes in a string of 20 characters or less takes in the hyper parameters for the deep neural network gives out the virality score of the input string out of 100 This is what how the code does what is does takes the information (headlines) from archives of thetimesofindia.com in the form of list which contains the headlines of the no of days mentioned from today send that information to google as a search and from the search results, take the number of hits, which is saved as an list (each corresponding to its headline) Use these two lists to create a deep learning network of about 3 hidden layers , where the first layer contains ascii representations of each letter of the headline, and the output corresponds to the no of hits on google this output is then neutralized and scaled by comparing it to the maximum value in the extracted dataset

winery icon winery

i have used the data on vinery shops to predict the variety of the vine when the other variable are given

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