awesome_quantmetry

A list of repositories commonly used at Quantmetry

Statistics / Machine Learning building blocks

• scikit-learn
• statsmodels
• 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
• Mozilla's implementation of Baidu's DeepSpeech

Computer Vision

• OpenCV
• scikit-image
• retinanet
• OpenCV
• MaskRCNN

Time Series

• tsfresh
• Facebook Prophet
• statsmodels
• scikit-survival

Data Engineering / deployment

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

Web/DataViz

• Flask
• Dash
• pandas-profiling
• missingno