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How to apply machine learning and deep learning methods to audio analysis
To view the code, training visualizations, and more information about the python example at the end of this post, visit…
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Stanford Research Series: Grand Digital Piano: Multimodal Transfer of Learning of Sound and Touch
Authors: Ernesto Evgeniy Sanches Shayda (esanches@stanford.edu), Ilkyu Lee (lqlee@stanford.edu) I. MOTIVATION Musical instruments have evolved during thousands of years allowing…
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Estimating Uncertainty in Machine Learning Models — Part 3
Check out part 1 (here)and part 2 (here) of this series In the last part of our series on…
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Stanford Research Series: Making Trading Great Again: Trump-based Stock Predictions via doc2vec Embeddings
Authors: Rifath Rashid (rifath@stanford.edu) and Anton de Leon (aadeleon@atanford.edu) 1 Introduction The question of how accurately Twitter posts can model…
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Estimating Uncertainty in Machine Learning Models – Part 2
You can check out part 1 of this series here In part 1 of this series, we discussed the sources…
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Stanford Research Series: Exploring Model Architectures and View-Specific Models for Chest Radiograph Diagnoses
Authors: Danny Takeuchi (dtakeuch@stanford.edu), Raymond Thai (raythai@stanford.edu), Kevin Tran (ktran23@stanford.edu) This project tackles several current issues with automated chest X-ray…
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Estimating Uncertainty in Machine Learning Models — Part 1
“We demand rigidly defined areas of doubt and uncertainty!” – Douglas Adams, The Hitchhiker’s Guide to the Galaxy Why…
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Selecting the right weight initialization for your deep neural network
Part 1 of a two part series The weight initialization technique you choose for your neural network can determine…
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Organizing Machine Learning Projects: Project Management Guidelines
Author: Jeremy Jordan Originally published at https://www.jeremyjordan.me on September 1, 2018, and was updated recently to reflect new resources. The goal…
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Building a fully reproducible machine learning pipeline with comet.ml and Quilt
Classifying fruits using a Keras multi-class image classification model and Google Open Images This post was written in collaboration…
Run open source LLM evaluations with Opik!
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