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Oleksii Zdorovets's Projects

8queensgenetic icon 8queensgenetic

Optimizing the 8 Queens Puzzle using the Genetic Algorithm from Scratch using Python.

adnc icon adnc

Advanced Differentiable Neural Computer (ADNC) applied to symbolic arithmetic.

arc icon arc

The Abstraction and Reasoning Corpus

astetik icon astetik

Astetik takes away the pain from telling visual stories with data on Python

awesome-deep-neuroevolution icon awesome-deep-neuroevolution

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

ca_electricty_price_prediction_neural_net icon ca_electricty_price_prediction_neural_net

Time series regression models using ARIMA, SARIMAX, and Recursive Neural Network to predict day-ahead and hour-ahead California wholesale electricity prices. Features include demand forecasts, NOAA weather station data, and CA Dept. of Water Resources reservoir water level hourly observation.

cntk-python-web-service-on-azure icon cntk-python-web-service-on-azure

This sample project shows off how to prepare and deploy to Azure Web Apps a simple Python web service with an image classifying model produced in CNTK (Cognitive Toolkit) using FasterRCNN

deep-learning-for-hackers icon deep-learning-for-hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis)

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