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Artem Oppermann's Projects

creditcard-fraud-prediction-with-artificial-neural-networks icon creditcard-fraud-prediction-with-artificial-neural-networks

An artifical neural network that can identify creditcard fraud. The network is trained on the dataset that contains transactions made by credit cards in September 2013 by european cardholders. This dataset presents transactions that occurred in two days, where there are 492 frauds out of 284,807 transactions.

dcgan icon dcgan

Deep convolutional generative adversarial network for image generation.

deep-reinforcement-learning icon deep-reinforcement-learning

A collection of several Deep Reinforcement Learning techniques (Deep Q Learning, Policy Gradients, ...), gets updated over time.

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

serving icon serving

A flexible, high-performance serving system for machine learning models

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