Best Machine Learning Software in Germany
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Compare the Top Machine Learning Software in Germany as of December 2025
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What is Machine Learning Software in Germany?
Machine learning software enables developers and data scientists to build, train, and deploy models that can learn from data and make predictions or decisions without being explicitly programmed. These tools provide frameworks and algorithms for tasks such as classification, regression, clustering, and natural language processing. They often come with features like data preprocessing, model evaluation, and hyperparameter tuning, which help optimize the performance of machine learning models. With the ability to analyze large datasets and uncover patterns, machine learning software is widely used in industries like healthcare, finance, marketing, and autonomous systems. Overall, this software empowers organizations to leverage data for smarter decision-making and automation. Compare and read user reviews of the best Machine Learning software in Germany currently available using the table below. This list is updated regularly.
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1
Smart Inventory Planning & Optimization
Smart Software
Smart Software is a leading provider of demand planning, inventory optimization and supply chain analytics solutions headquartered in Belmont, Massachusetts, USA. Founded in 1981 Smart has helped thousands of customers plan for future demand utilizing industry-leading statistical analytics. Smart Inventory Planning & Optimization (IP&O) is the company’s next-generation suite of native web applications, helping inventory carrying organizations reduce inventory, improve service levels and streamline Sales, Inventory, and Operations Planning. Smart IP&O, hosted on Amazon Web Services, is a Digital Supply Chain Platform driving three applications: demand planning, inventory optimization, and dashboard reporting. Smart IP&O functions as a transparent extension of our customers’ ERP systems of choice, receiving daily transaction data and returning forecasts and inventory policy values to drive replenishment and production planning. -
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Abivin vRoute
ABIVIN
Create tasks for your deliverymen and monitor their delivery progress in real-time. Consumers, Retailers, Distributors choose products, quantity & place orders easily. Like Web App, the Mobile App enables users to track deliverymen and delivery status in real-time. The Consumer Mobile App can be used as a white-label app for your enterprise. Confirmation and tracking for each stage in the process helps improve transparency and avoid fraud. Flexible algorithm considers 30+ constraints like multimodal deliveries, weight volume capacities, time windows... to create the most optimal transportation plan dynamically. Allocate orders to vehicles, optimize length, width, height and visualize the shipment in a 3D interface. Inventory routing minimizes the number of stockouts and save distribution cost. Automatically assign orders with temperature constraints to refrigerated vehicles. Keep track of accurate temperature level, as Abivin vRoute can be integrated with telematics devices. -
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Pathway
Pathway
Pathway is a Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. Pathway comes with an easy-to-use Python API, allowing you to seamlessly integrate your favorite Python ML libraries. Pathway code is versatile and robust: you can use it in both development and production environments, handling both batch and streaming data effectively. The same code can be used for local development, CI/CD tests, running batch jobs, handling stream replays, and processing data streams. Pathway is powered by a scalable Rust engine based on Differential Dataflow and performs incremental computation. Your Pathway code, despite being written in Python, is run by the Rust engine, enabling multithreading, multiprocessing, and distributed computations. All the pipeline is kept in memory and can be easily deployed with Docker and Kubernetes. -
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Wise Systems
Wise Systems, Inc.
Wise Systems is an Autonomous Dispatching and Routing software that empowers enterprise operations teams and drivers to improve fleet efficiency and customer service, seamlessly adapting to the everyday challenges they encounter. Request a free demo today.
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