Asha-Gutlapalli

Aspect-Based-Sentiment-Analysis-using-Bidirectional-Gated-Recurrent-Network

ABSA is Aspect Based Sentiment Analysis which is a fine-grained Sentiment Analysis. This is achieved using a sequential Recurrent Neural Network called the Bidirectional Gated Recurrent Unit. This model predicts the aspect category and the sentiment class given a laptop review.

Bank-Customer-Churn-Predictor

Customer churn, also known as customer attrition, occurs when customers stop doing business with a company. The companies are interested in identifying segments of these customers because the price for acquiring a new customer is usually higher than retaining the old one. A Deep Neural Network is employed to achieve this task.

Computer-Vision-101-with-OpenCV

Customer-Segmentation-for-Marketing-Strategies

Divisive-Hierarchical-Clustering-

Drug-Recommendation-System-based-on-the-Condition-of-the-Patient-using-BERT

Patients are recommended drugs based on their condition and reviews of the drugs from other patients. They can submit their own review of the drug as well that would help future patients.

StyleGAN2-Art

StyleGAN2-Art is essentially a StyleGAN2-ADA model (latest) that generates abstract images which are then synced with audio to create a cool trippy music video.

TensorFlow-DoveNet

Image Composition is an important task in Computer Vision to generate high quality real life like images. Usually, when an extracted portion of an image is pasted on to another image, it does not look natural. This is because the properties of both the images are different. Image Composition can help with blending these images seamlessly.

Transformer-GAN

Transformers meet GANs

Website

Check out my website!

Asha-Gutlapalli/StyleGAN2-Art

StyleGAN2-Art is essentially a StyleGAN2-ADA model (latest) that generates abstract images which are then synced with audio to create a cool trippy music video.

Asha-Gutlapalli/Aspect-Based-Sentiment-Analysis-using-Bidirectional-Gated-Recurrent-Network

ABSA is Aspect Based Sentiment Analysis which is a fine-grained Sentiment Analysis. This is achieved using a sequential Recurrent Neural Network called the Bidirectional Gated Recurrent Unit. This model predicts the aspect category and the sentiment class given a laptop review.

Asha-Gutlapalli/Drug-Recommendation-System-based-on-the-Condition-of-the-Patient-using-BERT

Patients are recommended drugs based on their condition and reviews of the drugs from other patients. They can submit their own review of the drug as well that would help future patients.

Asha-Gutlapalli/TensorFlow-DoveNet

Image Composition is an important task in Computer Vision to generate high quality real life like images. Usually, when an extracted portion of an image is pasted on to another image, it does not look natural. This is because the properties of both the images are different. Image Composition can help with blending these images seamlessly.

Asha-Gutlapalli/Bank-Customer-Churn-Predictor

Customer churn, also known as customer attrition, occurs when customers stop doing business with a company. The companies are interested in identifying segments of these customers because the price for acquiring a new customer is usually higher than retaining the old one. A Deep Neural Network is employed to achieve this task.

Asha-Gutlapalli/Computer-Vision-101-with-OpenCV

Asha-Gutlapalli/Customer-Segmentation-for-Marketing-Strategies

Asha-Gutlapalli/Divisive-Hierarchical-Clustering-

Asha-Gutlapalli/Transformer-GAN

Transformers meet GANs

Asha-Gutlapalli/Website

Check out my website!

Asha-Gutlapalli/Evolution-Of-Kaggle

Asha-Gutlapalli/Handwritten-Digit-Recognition

Asha-Gutlapalli/Link-Prediction-for-Movie-Recommendation

Asha-Gutlapalli/Naive-Bayes

Asha-Gutlapalli/Natural-Language-Processing-for-Tourism-Application-Chatbots

Natural Language Processing techniques are applied for preprocessing, feature extraction, and sentiment analysis on tourism agency data to facilitate chatbots.

Asha-Gutlapalli/News-Websites-Virality-Predictor

Asha-Gutlapalli/NLP-101-with-NLTK-and-SpaCy-Text-Analysis

Asha-Gutlapalli/Sentimental-Analysis-using-SVM

Asha-Gutlapalli/Song-Popularity-Prediction

Spotify's popular songs are predicted based on audio features using regression.

Asha-Gutlapalli/State-Of-India-Birds-2020-EDA

Asha-Gutlapalli/Time-Series-Analysis-Jane-Street-Market-EDA