Python implementation of MPPI (Model Predictive Path-Integral) controller to understand the basic idea. Mandatory dependencies are numpy and matplotlib only.

Data Models in common use based on real world use-cases. These definitions underpin a digital market of interoperable and replicable smart solutions.

Data models related to the Smart Agrifood Domain. Includes data models for Crops, Farms, Animals, Land Use & etc.

🍦 Never use print() to debug again.

Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3

An Open Source Machine Learning Framework for Everyone

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Project bike sharing predictor

TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

Build and deploy a REST API for taxi trip data 🚕

Explore accurate climate forecasting using LSTM models with our ESP32-powered sensor system. Real-time data is streamed to VS Code via Python, enabling precise temperature and humidity predictions.…

A predictive model for hypocalcaemia in dairy cows utilizing behavioural sensor data combined with deep learning

Heat stress in a temperate climate leads to adapted sensor-based behavioral patterns of dairy cows

This GitHub repo contains the code for a precision agriculture app built with Python-Django, and Typescript-Angular. The whole web app is designed to help farmers manage their dairy and poultry far…

Python for Algorithmic Trading Cookbook, published by Packt

Modern Time Series Forecasting with Python, published by Packt

How to serve ML predictions 100x faster

Scalable and user friendly neural 🧠 forecasting algorithms.

A simple Auto-Regressive Neural Network for time-series

NeuralProphet: A simple forecasting package

Environment for tutorial excercises

Production-Grade Container Scheduling and Management

An Open Source Machine Learning Framework for Everyone

For recording and retrieving metadata associated with ML developer and data scientist workflows.

The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many mo…