Uber built Manifold, a model-agnostic visualization tool for ML performance diagnosis and model debugging, to facilitate a more informed and actionable model iteration process. (more…)

I keep thinking of interesting use cases for Machine Learning at various stages of its development (near and more distant future), and I figured I'd captur... (more…)

Data science and machine learning relies on high quality datasets for visualization, statistical inference, and modeling. Statistical typing is a runtime typing system that enables data scientists, engineers, and analysts to validate real-world data and i... (more…)

Examples Twitter Sentiment Analysis Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc. Penn Machine Learning Benchmarks A large, curated repository of benchmarks for evaluating su… (more…)

Esperanto’s ML inference accelerator features over a thousand RISC-V custom processor cores for industry-leading performance per watt. (more…)