Hugging Face is the Github for AI. The platform helps you do discover new models and datasets. Now you can interactively inspect your Hugging Face datasets with just one line of code.

We’re thrilled to announce that Renumics Spotlight is joining the Hacktoberfest 2023. Every accepted Hacktoberfest PR not only elevates your skills and contributions to the open-source community but also earns you a limited-edition Renumics T-Shirt!

Voice analytics helps to build more sympathetic and more robust ML-based assistants. We show how to leverage open source tooling to effectively use pre-trained transformer models for this use case.

Explore interactive data visualization with Spotlight. Dive into the wine dataset and uncover insights with our Open Source Tool.

Data slices are semantically meaningful subsets of the data, where the model performs anomalously. We discuss current challenges and demonstrate hands-on examples of opens source tooling.

Fine-tuning significantly influences embeddings in image classification. Pre-fine-tuning embeddings offer general-purpose representations, whereas post-fine-tuning embeddings capture task-specific features. This distinction can lead to varying outcomes in outlier detection and other tasks. Both pre-fine-tuning and post-fine-tuning embeddings have their unique strengths and should be used in combination to achieve a comprehensive analysis in image classification and analysis tasks.

The Industrial AI Canvas can be a useful tool for planning data and ml-based projects.