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towardsdatascience.com

Permutation Feature Importance from Scratch

...SHAP, LIME, PDPs & ICE Plots, ALEs and Friedman's H-stat all rely...

towardsdatascience.com

Denoising Radar Satellite Images with Python Has Never Been So Easy

...Synthetic aperture radar (SAR) images are widely use in a large variety... ...python package enabling to despeckle synthetic aperture radar (SAR... ...Emanuele Dalsasso, Loïc Denis and Florence Tupin developed two deep... ...learning based methods for despeckling SAR images : Just as MERLIN...

towardsdatascience.com

Speak, Don’t Type: Exploring Voice Interaction with LLMs [Part 1]

...Our exploration involves selecting Llama 3 8B as the LLM, using the... ...model, all within a user-friendly interface.... ...integrating this functionality can enhance the accessibility of your LLM... ...Next, Whisper, our chosen speech-to-text model, converts spoken input...

towardsdatascience.com

The Quest for Clarity: Are Interpretable Neural Networks the Future of Ethical AI?

towardsdatascience.com

AI’s Emerging Role in Disease Detection from Human Speech

towardsdatascience.com

Meta Llama 3 Optimized CPU Inference with Hugging Face and PyTorch

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Reinforcement Learning, Part 2: Policy Evaluation and Improvement

...The Bellman equation that recursively establishes the relationship... ...Sutton and Andrew G.... ...The formulation from the Sutton’s and Barto’s book concisely describes...

towardsdatascience.com

Building an AI-Powered Business Manager

...this tutorial, you will have a clear understanding of how to architect... ...Whether you’re a small business owner looking to streamline operations...

towardsdatascience.com

Leveraging AI Synergies for Named Entity Disambiguation

...Knowledge Graphs in the Biomedical Domain I want to thank Vlasta Kus...

towardsdatascience.com

What is the Python LEGB Rule? Why It is Important?

...Like most of the other programming languages, Python also has different... ...In my opinion, Python defines the scopes of objects pretty clearly... ...They are the four scopes of objects in Python, which play critical... ...If you’re a Python newbie and never heard of the “local scope” concept...