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SpyrosAlvanakis/README.md

💫 About Me:

🔧 I'm currently working as a Data Scietist and finishing my Master's degree.
🔭 I'm practicing on Machine Learning techniques with specialization on Biological and Ship Kinematics Data.

🌐 Socials:

LinkedIn(https://linkedin.com/in/ Spyros Alvanakis-Apostolou )

💻 Tech Stack:

Python R LaTeX Julia Anaconda IOS ANDROID MySQL Canva Keras NumPy Pandas PyTorch scikit-learn SciPy TensorFlow Plotly LINUX Trello Notion

📊 GitHub Stats:



CC0 1.0

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  1. Classifier_Parameters_Searching Classifier_Parameters_Searching Public

    This repository contains the code for a classification problem involving a small dataset. In this assignment, I have applied nested cross-validation and parameter optimization techniques to enhance…

    Jupyter Notebook

  2. Dimentionality_Reduction_-_Visualization Dimentionality_Reduction_-_Visualization Public

    UMAP-PCA-TSNE

    Jupyter Notebook

  3. Molecular_Algorithms_project Molecular_Algorithms_project Public

    Paper for an ensemble motif finding algorithm replication and improvement

    Jupyter Notebook

  4. KyriakosPsa/BreastCancer-SingleCell KyriakosPsa/BreastCancer-SingleCell Public

    Replication and extension of the single cell RNA-seq analysis paper "Single-cell RNA-seq enables comprehensive tumour and immune cell profiling in primary breast cancer"

    Jupyter Notebook 1

  5. Biostatistics Biostatistics Public

    These solutions include the relevant theory and alternatives for each exercise, as well as ANOVA, Linear Regression, Logistic Regression, Residual Analysis, Parametric and Non-Parametric Hypotheses…

    Jupyter Notebook

  6. DNN_Ham10000 DNN_Ham10000 Public

    HAM10000 image dataset classification using Pytorch and Scikit Learn

    Jupyter Notebook 2