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divyanshagrawal22's Projects

imdb-movie-sentiment-analysis-keras icon imdb-movie-sentiment-analysis-keras

A sentiment score between 0.0 and 1.0 can be achieved by inputting the movie review text into the function. The function uses a model with 4 layers of deep learning including 2 hidden layers using Keras library of Python implemented under TensorFlow backend. The model can also be used for general sentiment analysis because the sentiments aren't specific to movie reviews.

maximum-element-unique-position icon maximum-element-unique-position

This is a Python program to print the maximum element in each row in an array at unique positions. Suppose in a 3x3 array, the maximum element in the first row is at the position 2 (indexing starting from 1), the other rows can't select the maximum on position 2 even if it is the maximum in that row.

ontime-flight-arrival-probability icon ontime-flight-arrival-probability

Probability of a flight reaching a destination airport on time was obtained with a function which would take date-time, origin airport and destination airport as inputs. However, only a small number of airports were included in the project. The model was trained in Random Forest classifier and gave a probability score for a particular flight input.

wqu-ds icon wqu-ds

Introduction to Data Science by WQU

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