Inverse Reinforcement Learning from Visual Demonstration to Train AI Systems
ArticleVideo Book Overview Create AI systems that can learn in the real world as efficiently as people can. The first system to use model-based …
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Self Supervised Learning Models to Predict Early COVID-19 Deterioration by Facebook AI
ArticleVideo Book Overview Facebook AI and NYU Health Predictive Unit have developed machine learning models that can help doctors predict how a patient’s condition …
IBM Open Sources Comprehensive Python Toolkit for Detecting & Fighting Bias (30 Metrics, 9 Algorithms)
ArticleVideo Book Overview IBM has open sourced a toolkit to deal with bias in datasets and algorithms The toolkit contains 30 fairness metrics and …
Performing Speech and Object Recognition using just One Model with MIT’s ML System
Researchers at MIT have designed a machine learning model that identifies objects in images using spoken descriptions (audio captions).
Tired of Debugging Code? Facebook’s SapFix Tool Automates the Entire Process
Facebook has announced it will be open sourcing SapFix, a tool that automatically debugs your code so you can focus on what matters to you.
Perform Automated Machine Learning for Free with Microsoft’s Open Source Python Toolkit
Microsoft has open sourced a toolkit for automated machine learning called Neural Network Intelligence (NNI). It works with Python 3.5 or greater.
Google has Open Sourced the Amazing ‘What-If Tool’ to Perform Code-Free Visual ML Experiments
Google AI has announced the launch of the What-If Tool, a visual interface which lets users analyze machine learning models without writing any code!
Rosetta – How Facebook uses Machine Learning to Process Text in Billions of Images
Facebook’s researchers have revealed how they use ML to process text from billions of images each day to provide an enriching user experience.
Jupytext lets you use Jupyter Notebooks as Julia, Python and R Scripts or Markdown documents!
ArticleVideo Book Overview Jupytext allows you to save and read Jupyter notebooks in customizable formats The Jupyter notebooks can be converted to scripts (Juila, …
MIT Open Sources Computer Vision Model that Teaches Itself Object Detection in 45 Minutes (with GitHub codes)
MIT Researchers have developed a machine learning model that uses computer vision techniques to detect, and pick up objects in under an hour.
