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deyh2020's Projects

cyber-security-cryptographic-correlation-power-analysis icon cyber-security-cryptographic-correlation-power-analysis

This project is about performing a power-side channel attack over a practical implementation of a cryptographic algorithm. My team attempted to recover the secret key used for the cryptographic algorithm from the collected power measurements. We specifically use a technique called Correlation Power Analysis (CPA) to recover the secret key.

cyclegan-with-self-attention icon cyclegan-with-self-attention

In this repository, I have developed a CycleGAN architecture with embedded Self-Attention Layers, that could solve three different complex tasks. Here the same principle Neural Network architecture has been used to solve the three different task. Although truth be told, my model has not exceeded any state of the art performances for the given task, but the architecture was powerful enough to understand the task that has been given to solve and produce considerably good results.

dall-e icon dall-e

PyTorch package for the discrete VAE used for DALL·E.

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

data-structures-algorithms-python icon data-structures-algorithms-python

This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.

data_science_blogs icon data_science_blogs

A repository to keep track of all the code that I end up writing for my blog posts.

ddsim icon ddsim

MQT DDSIM - A quantum circuit simulator based on decision diagrams written in C++

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-learning-keras-tf-tutorial icon deep-learning-keras-tf-tutorial

Learn deep learning with tensorflow2.0, keras and python through this comprehensive deep learning tutorial series. Learn deep learning from scratch. Deep learning series for beginners. Tensorflow tutorials, tensorflow 2.0 tutorial. deep learning tutorial python.

deepfake-detection icon deepfake-detection

Using Convnets and advanced Image Processing techniques to detect DeepFake videos.

deeph-pack icon deeph-pack

Deep neural networks for density functional theory Hamiltonian.

deeplab2 icon deeplab2

DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a unified and state-of-the-art TensorFlow codebase for dense pixel labeling tasks.

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

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