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btc_rl_trading_bot

A trading bitcoin agent was created with deep reinforcement learning implementations.

btc_rnn_lstm_forecasting

Two different RNN and two LSTM architectures were trained with bitcoin historical data (time series).

car_vr_game

A simple GoogleVR game in which the player controlls the position of a Car model by tilting his Head. The point of the game is to steer the car left and right to avoid other cars on the road and collect any available coin. Player looses when the car crashes with other car and gets +1 point by collecting a coin.

django_rest_api

graphics-applications-in-opengl

Graphics Applications using the library OpenGL for Course Purpose

kmers_dataset_generation_regression_clustering

The generation of a kmers dataset that is associated with multiple gene sequences and the further manipulation of this generated dataset are the main contents of the current project.

mnist_analysis

Mnist dataset in specific forms (2,4,6 & 8 labels or mean brightness 2D arrays) was utilized for dimensionality reduction, clustering and classification implementations for educational purposes.

plfg-toolkit

A pathologic file generator (PLFG) is implemented to assist and facilitate the curation progress of every computationally predicted pathway genome database (PGDB).

sw_api_consuming

A script-tool for consuming the Star Wars API.

transfer_learning_cnn

Fashion Mnist and "recognize a speaker" datasets were utilized for image classification. For this classification task were tried to apply transfer learning from Mnist Fashion to "Recognize a Speaker" and transfer learning inside of Mnist Fashion.

udsmprot

Protein sequence classification with self-supervised pretraining