Repository Index

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

• batch-processing
• kafka
• pathway
• python

A Library for Advanced Deep Time Series Models for General Time Series Analysis.

• deep-learning
• time-series
• time-series-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

Lightning ⚡️ fast forecasting with statistical and econometric models.

• time-series
• statistics
• forecasting
• arima

Scalable and user friendly neural :brain: forecasting algorithms.

• deep-learning
• forecasting
• esrnn
• nbeats

The machine learning toolkit for time series analysis in Python

• time-series
• timeseries
• time-series-analysis
• time-series-clustering

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

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

• reinforcement-learning
• supervised-learning
• stock-data
• trading

Scalable machine 🤖 learning for time series forecasting.

• forecast
• forecasting
• machine-learning
• lightgbm

Portfolio optimization with deep learning.

• deep-learning
• portfolio-optimization
• finance
• machine-learning

Official Repository for the Uni-Mol Series Methods

• molecular-modeling
• pre-trained-model
• pretraining
• deep-learning

Scalable, event-driven, deep-learning-friendly backtesting library

• reinforcement-learning
• deep-reinforcement-learning
• gym-environment
• openai-gym

NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for providing continuous calculation.

• feature-engineering
• machine-learning
• feature
• features