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Abhilash Shankarampeta's Projects

asgcn icon asgcn

Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks"

bike-share-analysis icon bike-share-analysis

Bay Area Bike Share is a company that provides on-demand bike rentals for customers in San Francisco, Redwood City, Palo Alto, Mountain View, and San Jose. Users can unlock bikes from a variety of stations throughout each city, and return them to any station within the same city. Users pay for the service either through a yearly subscription or by purchasing 3-day or 24-hour passes. Users can make an unlimited number of trips, with trips under thirty minutes in length having no additional charge; longer trips will incur overtime fees. In this project, you will put yourself in the shoes of a data analyst performing an exploratory analysis on the data. You will take a look at two of the major parts of the data analysis process: data wrangling and exploratory data analysis.

deep-leafsnap icon deep-leafsnap

A CNN Implementation of Leafsnap: A Computer Vision System for Automatic Plant Species Identification

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

fscil-gfr icon fscil-gfr

Official Code for the paper Few-Shot Class Incremental Learning with Generative Feature Replay

learning-content icon learning-content

Resources for the study group in IIT Guwahati focused on learning Artificial Intelligence.

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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