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Linear_Regression
Linear_Regression PublicImplementation of gradient descent algorithm for linear regression model.
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Sentiment_Analysis
Sentiment_Analysis PublicThe dataset for this problem is the Coronavirus tweets Dataset. Given a tweet related to coronavirus, the task is to predict the sentiment of the review. Naive Bayes model is used for this. More in…
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Multiclass_Image_Classification
Multiclass_Image_Classification PublicThe training dataset has 25000 images belonging to 6 classes. The task is to train the model using SVMs (Support Vector Machines). Now use this model to predict the class of images. For more inform…
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Counting_objects_in_image
Counting_objects_in_image PublicThe model is trained using Neural Networks from scratch and applied to count the number of objects. More information regarding the problem can be found in the eproblem_statement.pdf file.
Jupyter Notebook
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Predicting_outcome_of_cricket_match
Predicting_outcome_of_cricket_match PublicThe model is trained on a large dataset of obtained from the StatsGuru repository which has been scraped for this purpose. Its trained using Decision Tress from scratch and applied to predict the o…
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