Build something great with our Open Source Products

We belive in the open source concept and are an active part of the open source community. Apart from joing conferences such as the JupyterCon and the EuroSciPy, we actively develop our own open source projects.

ipyannotator

ipyannotator - the infinitely hackable annotation framework. Even though much less glamorous than developing new machine learning models, the annotation process and the required tooling is often one of the most critical aspects of real world Machine Learning projects.

Checkout on GitHub
fastFM

This repository allows you to use Factorization Machines in Python (2.7 & 3.x) with the well known scikit-learn API. All performance critical code has been written in C and wrapped with Cython. fastFM provides stochastic gradient descent (SGD) and coordinate descent (CD) optimization routines as well as Markov Chain Monte Carlo (MCMC) for Bayesian inference.

Checkout on GitHub

Our Projects Custom Machine Learning

& Data Engineering Solutions

Transferring academic & industry machine learning research into powerful solutions requires a combination of deep technical understanding, state-of-the-art tools, and the right development approach.

Our ServicesWe facilitate your project

We support your Machine Learning project along the way. Be it Cloud Services, Compute Power, Data Annotation or your preconfigured Machine Learning Development Environment!

Statistical, mathematical modeling

That’s our DNA. What can we do for your project?

Scale ML-Projects

You infrequently want to run large-scale ML-experiments? We can help you quickly to scale compute ressources for your specific project.

>> Learn more: Projekt Wildlife Categorization with TU Berlin
Data Handling & Visualization

You need to combine information from various sources? We collect data, extract information and generate interactive infografics, dashboards and maps.

>> Discover: Interactive Map Corona-Live.de
Data Annotation

Insufficient labeled data is the main bottleneck in many real world ML-projects. We help you to make more out of your data & to create new labels where appropriate.

>> Discover: Our annotation framework ipyannotator
ML-Development Environment

You want to allow more people to interact with your ML tasks? A preconfigured, browser-based Development Environment lowers the entry bar for all team members.

>> Find out about our Service for IHK Suttgart

Partner & Clients

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