Thoughts on HCI and Applied AI
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Thoughts on HCI and Applied AI
Organized thoughts on building tools that integrate machine learning models.
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Running Machine Learning Models on Android Devices - Issue #9In this issue we will discuss how to run machine learning models locally on an Android mobile devices. We will explore :Why on-device machine learning is interestingBuilding Android apps with Jetpack ComposeHow to build and train a simple neural network using TensorflowHow to…
Building and Explaining Language Models with Tensorflow and HuggingFace - Issue #8Hi all, hope you are well!In this issue I'll talk about some of my recent experiments building a simple text classification model (predict if a tweet is related to politics or not) and debugging/inspecting the model's behaviour using gradients.
Machine Learning Models that Generate High Quality Images from Text - Issue #10The ability to generate high quality novel images has been the target of extensive research in the deep learning and computer vision field. The promise of simply describing an image using natural language, and a tool generates high quality images that are faithful to that…
Integrating Jupyter Notebooks in Web Applications - Issue #7Hi everyone! Hope you are all doing well! In this newsletter issue, I'll discuss some of my recent experiments with attempting to render beautiful, styled (custom themed) Jupyter notebooks in web pages. For context, I have written a few pedagogical notebooks and I wanted to…
