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  • Novosibirsk
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IgorBio/README.md

Hi, I'm a machine learning developer interested in forecasting time series data.

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💻 My stack

Python Jupyter Notebook Kaggle NumPy Pandas scikit-learn SciPy Matplotlib Plotly PyTorch TensorFlow Keras OpenCV C C++ Linux OpenGL Qt Visual Studio Code Git

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  1. Multilayer_Perceptron Multilayer_Perceptron Public

    Implementation of a simple artificial neural network in the form of a perceptron, which can be trained on an open dataset and perform recognition of 26 handwritten letters of the Latin alphabet.

    C++

  2. Key_value_store Key_value_store Public

    Implementation of data structures such as hash table, avl tree, b+ tree

    C++

  3. String_Algorithms String_Algorithms Public

    Implementation of several algorithms solving the classical bioinformatics problems, such as substring search, sequence alignment, matching regular expressions, finding k-similar and minimal window …

    C++

  4. Ant_Colony_Optimization_v2.0_Multithreading Ant_Colony_Optimization_v2.0_Multithreading Public

    Implementation ant colony optimization algorithm for solving the travelling salesman problem with possibility to use parallel computing

    C++

  5. Graph_Algorithms Graph_Algorithms Public

    Implementation of several algorithms on graphs, such as traversal, finding shortest paths, finding the minimum spanning tree and solving travelling salesman problem.

    C++