Repository Index

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

• ray
• distributed
• parallel
• machine-learning

Statsmodels: statistical modeling and econometrics in Python

• python
• statistics
• econometrics
• data-analysis

Fast and Accurate ML in 3 Lines of Code

• automl
• machine-learning
• data-science
• deep-learning

A unified framework for machine learning with time series

• time-series
• machine-learning
• scikit-learn
• time-series-classification

A python library for user-friendly forecasting and anomaly detection on time series.

• python
• time-series
• forecasting
• machine-learning

🌊 Online machine learning in Python

• incremental-learning
• machine-learning
• python
• online-learning

Lightning ⚡️ fast forecasting with statistical and econometric models.

• time-series
• statistics
• forecasting
• arima

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

• python
• aws
• pandas
• apache-arrow

Python Streaming DataFrames for Kafka

• kafka
• python
• stream-processing
• data-engineering

Python library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models

• forecasting
• scikit-learn
• machine-learning
• python

Visualize large time series data with plotly.py

• visualization
• time-series
• plotly
• data-science

A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python

• python
• sklearn
• data-science
• framework