Max Efremov's Projects
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
NLP, Text Mining and Machine Learning starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, keyword extraction with TFIDF, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
comparing stand up comedians using natural language processing
Using Hiro's Bitcoin Ordinals inscription indexer named ordhook to iterate on brc-20 development
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Automated Roam Research backups using GitHub Actions and AWS S3
Example applications for the S3-to-Lambda patterns series in the AWS Compute Blog and learning path. Questions? @jbesw.
Playlist creator; recommendations based on a song or songs, driven by Spotify's quantitative musical features and genre data
Sprint challenge for Graphs
Intro to Python Sprint Challenge
Smart contract development repo
Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman
π€ Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.