Sriharsha Hatwar (Sriharsha-hatwar)

Sriharsha-hatwar

Geek Repo

Company:University of Massachusetts, Amherst

Location:Amherst, MA

Home Page:https://sriharsha-hatwar.github.io/

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Sriharsha Hatwar's repositories

Clothing-Fashion-Extraction

Clothing Fashion Extraction from Music Videos or any videos of the kind.

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Semantic-similarity

Finding Semantic Similarity between two Sentences using Semantic nets and Corpus statistics

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Advanced-Algorithms-and-Data-Structures

Implemenation of some of the well known data structures and algorithms applied to it. (Suffix trees, B-trees and AVL trees)

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albumentations

fast image augmentation library and easy to use wrapper around other libraries

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BasicBERT

Metaphor Detection via Explicit Basic Meanings Modelling. Presenting at ACL 2023.

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BIG-bench

Beyond the Imitation Game collaborative benchmark for enormous language models

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CALM-hf

Implementation of the paper : https://arxiv.org/abs/2401.02412

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dask

Parallel computing with task scheduling

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Tweet-Sentiment-Span-Extraction

This was the solution that we used to achieve top 8% private leaderboard in kaggle.

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dragnet

Just the facts -- web page content extraction

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ent-res-feedback

End-to-end entity resolution with feedback

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extractnet

A fork of Dragnet that also extract author, headline, date, keywords from context, as well as built in metadata extraction all in one package

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ludwig

Data-centric declarative deep learning framework

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numpy

The fundamental package for scientific computing with Python.

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pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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rl-sentence-compression

Code for the ACL 2022 paper "Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning"

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scikit-learn

scikit-learn: machine learning in Python

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Sriharsha-blog

This repo maintains my blog

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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wilds

A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.

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