Atharva Kulkarni's repositories
Flipkart-Product-Category-Classification
Implementation of ML algorithms for FlipKart Product Category Classification based on the product's description and other features.
Anti-National-Tweets-Classification
Build a classifier to classify anti-national tweets from normal tweets based on the Khalistan movement.
MTL-group-robustness
Official repo of the TMLR 2024 paper Multitask Learning Can Improve Worst-Group Outcomes
UCI-Sentiment-Analysis
Implementation of various Machine Learning and Deep Learning models for Sentiment Analysis on the 'Sentiment Labelled Sentences Data Set' by University of California, Irvine.
ICON-2020-TechDoFication
The repository contains team SPPU_AKAH's submission for the ICON 2020 TechDOfication Shared Task (Subtask-1f). We propose a hybrid BiLSTM-CNN based Attention Ensemble model for the task of coarse-grained automatic technical domain identification of short texts in the Marathi Language. Our system resulted in the best submission for the subtask-1f.
python-and-machine-learning-cheatsheets
A one-stop shop for python and machine learning tips and tricks!
Book-My-Turf-Android-App
A first of its kind Android App for connecting football enthusiasts to local turfs.
Meta-Word-Embeddings
Implementation of Meta-Word-Embeddings, a combination of word2vec, GloVe, and fassttext word embeddings using various types of autoencoders.
Semantic-Textual-Similarity
Implementation of a Siamese LSTM for Semantic Textual Similarity task.
Algorithms-for-Sea-Route-Optimizaiton
Finding the distance-based optimal sea route using Depth First Search (DFS), Dynamic Programming (DP), and Beam Search.
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
mental-health-datasets
An evolving list of electronic media data sets used to model mental-health status.
wilds
A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.