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anna-alexandrova/README.md

Anna Alexandrova

Linguistic Typology | Computational Linguistics | NLP | Network Analysis | Geospatial Methods

Languages

Python SQL Cypher GraphQL

Databases

PostgreSQL MongoDB Neo4j

Python Data Science

NumPy SciPy pandas scikit-learn spaCy NLTK

Deep Learning

TensorFlow PyTorch

Network Analysis

NetworkX igraph

Visualization

Matplotlib Plotly Bokeh

Geospatial & Spatial Analysis

GeoPandas Shapely Folium PySAL Rasterio

Popular repositories Loading

  1. my-sandbox my-sandbox Public

    This is just a test repository

  2. nlp-experiments nlp-experiments Public

    Applied NLP experiments covering core tasks such as text classification, topic modeling and transformer-based modeling using standard datasets and modern ML frameworks.

    Jupyter Notebook

  3. heavy-metal-data-science heavy-metal-data-science Public

    Data science project using large-scale heavy metal band metadata and involving exploratory analysis, feature engineering, network modeling and applied machine learning techniques on complex real-wo…

  4. applied-network-analysis-lab applied-network-analysis-lab Public

    A collection of Python projects exploring graph theory and complex network analysis

    Jupyter Notebook

  5. anna-alexandrova anna-alexandrova Public

  6. anna-alexandrova.github.io anna-alexandrova.github.io Public

    HTML