Why is it so difficult to successfully get AI technologies adopted into clinical care?
A look into a scientific review paper that asked that question and found answers- 20304Murphy ≡ DeepGuide
Using GPT-3.5-Turbo and GPT-4 to Apply Text-defined Data Quality Checks on Humanitarian Datasets
Applying Large Language Model Unsupervised Classification Tasks as Part of Data Processing- 25323Murphy ≡ DeepGuide
Neural Networks as Decision Trees
Get the power of a Neural Network with the interpretable structure of a Decision Tree- 26815Murphy ≡ DeepGuide
Why I Signed the "Pause Giant AI Experiments" Petition
The "spirit" is right; the body has many flaws- 29797Murphy ≡ DeepGuide
Improving Diffusers Package for High-Quality Image Generation
Overcoming token size limitations, custom model loading, LoRa support, textual inversion support, and more- 21655Murphy ≡ DeepGuide
Meta AI Introduces Revolutionary Image Segmentation Model Trained on 1 Billion Masks
Segment Anything Model (SAM) - Best DL Model for Image Segmentation- 21597Murphy ≡ DeepGuide
How I Built a Custom GPT-Based Chatbot in Under 10 Minutes with LlamaIndex
Overview and Implementation with Python- 20767Murphy ≡ DeepGuide
A New Kind of Engineering
As of writing this (April 2023), frameworks such as langchain [1] are pioneering more and more complex use-cases for LLMs. Recently, software agents augmented with LLM-based reasoning capabilities have started the race towards a human-level of machine int- 24429Murphy ≡ DeepGuide
A Comprehensive Comparison of ML Experiment Tracking Tools
What are the pros and cons of 7 leading tools- 20655Murphy ≡ DeepGuide
Cleaning Up Confluence Chaos: A Python and BERTopic Quest
A tale of taming unruly documents to create the ultimate GPT-based chatbot- 21649Murphy ≡ DeepGuide
A Comprehensive Overview of Regression Evaluation Metrics
An extensive reference into commonly used regression evaluation metrics and their practical applications across various scenarios- 24956Murphy ≡ DeepGuide
This Is Why Human-Centred AI Design Guidebooks Can Gracefully Fail When Used in Manufacturing
Learning from a use case- 20259Murphy ≡ DeepGuide
The Minimalist's Guide to Experiment Tracking with DVC
The bare minimum guide to get you started with experiment tracking- 20982Murphy ≡ DeepGuide
Improve your Gradient Descent: The Epic Quest for the Optimal Stride
Techniques for Optimizing Step-Size/Learning Rate in Gradient Descent for Machine Learning- 29691Murphy ≡ DeepGuide
The Return of the Fallen: Transformers for Forecasting
Introducing a new transformer model: PatchTST- 25462Murphy ≡ DeepGuide
Applying LLMs to Enterprise Data: Concepts, Concerns, and Hot-Takes
Ask GPT-4 to prove there are infinite prime numbers - while rhyming - and it delivers. But ask it how your company did last quarter, and...- 29374Murphy ≡ DeepGuide
KServe: Highly scalable machine learning deployment with Kubernetes
Kubenetes model inferencing made easy.- 21433Murphy ≡ DeepGuide
Unleashing the Power of MLflow
A whirlwind tour of Machine Learning Lifecycle Management- 20737Murphy ≡ DeepGuide
Understanding ChatGPT Plugins: Benefits, Risks, and Future Developments
This article was originally published on GPTech. When ChatGPT was first released in late 2022, its capabilities were simultaneously impressive and unimpressive. It could rap battle and write differential equations in LaTeX but didn’t know anything a- 26043Murphy ≡ DeepGuide
Neural Prototype Trees
Machine Learning and Artificial Intelligence are now being used in a tremendous number of fields, but with this increased use comes increased risks and ethical tests that models need to pass. Let’s take a motivating example with the recent news of a- 26152Murphy ≡ DeepGuide
We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag