Fremont, CA

Santosh Gupta

Elite
@Santosh-Gupta

Machine learning/NLP for scientific/medical information retrieval

SpeedTorch. Library for faster pinned CPU <-> GPU transfer in Pytorch

682

Research2Vec. Representing research papers as vectors / latent representations.

198

Lit2Vec. Representing Books as vectors using the Word2Vec algorithm

183

NaturalLanguageRecommendations. Getting recommendations from natural language

122

ScientificSummarizationDataSets. Datasets I have created for scientific summarization, and a trained BertSum model

116

Arxiv-Manatee. Arxiv Sanity with novel paper search

40

Arxiv-Manatee-PublicUpdates. This will be a public page to inform about updates to our models being developed to search through Arxiv-Sanity papers

22

Research2Vec2. Updated from the original Research2vec project

8

LexieProgrammable. A programming font for dyslexia (under development)

8

BertSum. My fork of BerSum, altered to summarize Arxiv Papers

8

DocProduct. Medical Q&A with Deep Language Models

6

Lit2Vec2. Jupyter Notebook

6

MedicalQA. Jupyter Notebook

5

SitcomSimulator. SitcomSimulator

3

AbstractNet. Training Transformer Models on Scientific Abstract Networks

3

Datasets. Various datasets which me or my team have produced in our projects.

3

BookCrossingsRecommender. Recommender system built from BookCrossings data

1

tensor2tensor. Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

1

SparseTorch. Sparse Pytorch Training Library

1

text2cite. Upcoming project using Bert to analyze citation networks in research papers.

1
20
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