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Saurav Jha's Projects

continual-learning-benchmark icon continual-learning-benchmark

Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance techniques vary with a domain other than images.

continual-learning-for-har icon continual-learning-for-har

A continual model for human activity recognition (called HAR-GAN). It is based on a technique called `generative replay` which two models (classifier and generator) are trainined in the same time to keep learning a new task but also retrain previously learned knwoledge.

ds-101 icon ds-101

Contains a Link to various repos describing my approach for problems dealing with multi-modal data analytics.

facil icon facil

Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.

fragma-coding-assessment icon fragma-coding-assessment

This repository gives a brief overview of my solution approach for the Coding Problem for Selection towards Developer Position-2017 at Fragma Data

morph_analyzer icon morph_analyzer

A Keras-based multi-tasking morphological analyzer for Hindi and Urdu

msc_st_andrews icon msc_st_andrews

An open source directory of all my Master's assignments done at St Andrews

nepal_tourism_data icon nepal_tourism_data

An unofficial repo for digitalizing and visualizing the data available from tourism.gov.np

neural-processes-survey icon neural-processes-survey

Repo for the code used in our preprint "The Neural Process Family: Survey, Applications and Perspectives"

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