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bkiselgof's Projects

lime icon lime

Lime: Explaining the predictions of any machine learning classifier

machine-learning-and-simulation icon machine-learning-and-simulation

All the handwritten notes and source code files used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)

mljar-supervised icon mljar-supervised

Automated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning :rocket:

nlp-in-practice icon nlp-in-practice

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.

nlpia icon nlpia

Natural Language Processing In Action Book

notebooks icon notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

optuna icon optuna

A hyperparameter optimization framework

pattern_classification icon pattern_classification

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

probai-2019 icon probai-2019

Materials of the Nordic Probabilistic AI School 2019.

pycaret icon pycaret

An open-source, low-code machine learning library in Python

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