A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.
Python library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models
CryptoCurrency prediction using machine learning and deep learning
A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosystem.
Detects PM2.5 levels based on daily atmospheric conditions
Time-series analysis of the electricity load consumption in the Mumbai Metropolitan Region.
Estimate S-ARIMA-X models with Stochastic Gradient Descent or Kalman Filter
Customers knowledge, supply chain movement and sales forecasting, Customer Lifetime value, churn and survival analysis
Complete solution for MOFC M5 Forecasting in kaggle.
Explore NVIDIA's stock dynamics with this project, using a mix of traditional and deep learning models to forecast stock prices and analyze the influence of market sentiment. Integrates ARIMA, LSTM, and more to provide deep insights.
Real time streaming of a time series with corresponding forecasts.
Automated the process of training time-series data with multiple Machine Learning and Stats Models to output the most accurate forecast result
SARIMAX model for forecast traffic volume
Predict the future of your network using the best time series ML model that fit with your traffic.
Returns best ARIMA model according to information criteria. Search over possible model within the order constraints provided.
End-to-end automated groundwater intelligence system for India using WRIS + NASA data, SARIMA forecasting, Random Forest recharge modeling, and cron-driven real-time updates. Built for scalable environmental monitoring and decision support.
A reinforcement-learning bidding agent for day-ahead electricity markets, featuring tabular Q-Learning, SARIMAX load forecasting, and a lightweight market simulation environment.
Backtesting software for intraday and daily timeframe SARIMAX forecasting model. Capable of forecasting on any asset class with backtesting capability across various parameter sets customizable by the user.
Sarima using flask framework for building a rest API model
chatbot designed to allow users to interact with transformer models
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