data-corentinv / awesome_quantmetry

A list of repositories commonly used @ Quantmetry

awesome_quantmetry

A list of repositories commonly used at Quantmetry

Statistics / Machine Learning building blocks

• scipy / numpy
• scikit-learn
• statsmodels
• sklearn-pandas (scikit-contrib)
• imbalanced-learn (scikit-contrib)
• keras

Interpretability / Explainable AI

• SHAP
• skope-rules (scikit-contrib)
• Quantmetry intelligibility resources
• JP-Hall ML-Interpretability awesome list

Natural Language Processing

• spaCy
• NLTK
• gensim
• pyLDAvis
• melusine

Computer Vision

• retinanet
• Mozilla's implementation of Baidu's DeepSpeech
• OpenCV
• MaskRCNN

Time Series

• tsfresh
• Facebook Prophet
• statsmodels
• scikit-survival

Data Engineering

• Airflow
• PySpark
• kafka-confluent
• pipeasy-spark

Web/DataViz

• Flask
• Dash
• pandas-profiling
• Django