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Rahul Gupta's Projects

colossalai icon colossalai

Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training

colossalai-cifar10_resnet50 icon colossalai-cifar10_resnet50

An example of implementing transfer learning on CIFAR-10 dataset and training it on a GPU using easy to use ColossalAI

coursera-deep-learning-specialization icon coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

gnnguard icon gnnguard

Defending graph neural networks against adversarial attacks (NeurIPS 2020)

public-sentiment-analysis-based-on-twitter-hashtags icon public-sentiment-analysis-based-on-twitter-hashtags

This project focuses on sentiment analysis. Social Sentiment analysis is the use of natural language processing (NLP) to analyze social conversations online and determine deeper context as they apply to a topic, brand or theme.

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