msokoloff1

Adaptive-Communication

Experimenting with new forms of neural cryptography

Adversarial-Neural-Cryptography

Explores adversarial networks for cryptography

ANN-Public-Key-Cryptography

Secure public key exchange using neural network

Asynchronous-Advantage-Actor-Critic

Algorithm for learning how to perform tasks with only pixels and rewards as the agents understanding of the environment. The agent can learn how to play various atari games.

CapsNetEM

Matrix Capsules With EM Routing

NetezzaDataLoader

Bulk loader program for IBM's Netezza data warehouse appliance.

Neural-Art

Artistic style transfer using backpropogation.

Neural-Network

Mnist digit classification neural network written in java without using any libraries.

Q-Learning

Basic q-learning algorithm for navigating through a maze. The agent has no prior knowledge of danger (red blocks) or the objective location (yellow block), it learns exclusively through experiencing the ramifications of its actions.

Real-Time-Style-Transfer

Style transfer using pre-trained generator network.

msokoloff1/Real-Time-Style-Transfer

Style transfer using pre-trained generator network.

msokoloff1/Adversarial-Neural-Cryptography

Explores adversarial networks for cryptography

msokoloff1/Asynchronous-Advantage-Actor-Critic

Algorithm for learning how to perform tasks with only pixels and rewards as the agents understanding of the environment. The agent can learn how to play various atari games.

msokoloff1/Neural-Art

Artistic style transfer using backpropogation.

msokoloff1/Q-Learning

Basic q-learning algorithm for navigating through a maze. The agent has no prior knowledge of danger (red blocks) or the objective location (yellow block), it learns exclusively through experiencing the ramifications of its actions.

msokoloff1/CapsNetEM

Matrix Capsules With EM Routing

msokoloff1/NetezzaDataLoader

Bulk loader program for IBM's Netezza data warehouse appliance.

msokoloff1/Adaptive-Communication

Experimenting with new forms of neural cryptography

msokoloff1/ANN-Public-Key-Cryptography

Secure public key exchange using neural network

msokoloff1/Neural-Network

Mnist digit classification neural network written in java without using any libraries.

msokoloff1/automlops

Build MLOps Pipelines in Minutes

msokoloff1/models

Models built with TensorFlow

msokoloff1/mscs630Sokoloff

Repository for Security Algorithms and Protocols (MSCS630)

msokoloff1/Text-To-Image-Synthesis

Generates and image from a caption

msokoloff1/WaveNet