Souvik Paul (souvikpaul01)

souvikpaul01

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Company:Lenovo Research

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Souvik Paul's repositories

android-performance-profiler

An attempt to have Lighthouse for production Android apps. Measure Android performance even in production on CLI or Flipper plugin

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examples

TensorFlow examples

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sponge_poisoning_energy_latency_attack

Source code for the Energy-Latency Attacks via Sponge Poisoning paper.

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torch2tflite

PyTorch to TensorFlow Lite converter

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federated-TrashNet-data-poisoning

Observing effect of data poisoning on Trashnet Data in Federated Learning Environment

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fedn

A scalable, resilient and model agnostic hierarchical federated learning framework.

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cs231n-1

cs231n assignments sovled by https://ghli.org

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cs231n

stanford cs231n 2016 assignment

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trashnet

Dataset of images of trash; Torch-based CNN for garbage image classification

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TSCP2

Time Series Change Point Detection based on Contrastive Predictive Coding

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virufy-tm-cough-app

A simple app written in JQuery that uses a Teachable Machine-trained model to predict presence/absence of COVID from cough recordings

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iosynth

IoSynth is IoT device/sensor simulator and synthetic data generator.

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advGAN_pytorch

a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).

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Federated-Learning-and-Split-Learning-with-raspberry-pi

SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things

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radon-particles

TOSCA definitions repository for the RADON project

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gmplot

Plot data on Google Maps, the easy way.

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demo-policy-based-autoscaling

This demo presents detailed instructions on how to process the initial deployment of the service.yaml, automate the deployment of servers and other scalable components based on the alerts from the alertmanager, which are triggered based on the rules defined in Prometheus server.

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covid_dashboard_grafana

Dashboard for COVID-19 using Grafana and InfluxDB

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dataeng

Repository fo Data Engineering Course

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RabbitMQTTExecutor

Python/JavaScript Task Executor for listening to MQTT messages in the RabbitMQ broker, Executing user defined functions for each message and writing results back as MQTT messages to another topic

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