DataPanthy #15

DeveLearn

January 10, 2024

Editor’s Note :

Welcome to the 15th Edition of DataPanthy!

In this edition, we celebrate ISRO's triumph as the Aditya-L1 spacecraft achieves its final orbit, a pioneering move in solar exploration. OpenAI adds to the excitement with the upcoming GPT Store, empowering creators to buy, sell, and trade unique AI agents. Meanwhile, Earth.com reports on researchers seeking extraterrestrial technology signals beyond traditional markers. Uber introduces 'Flex' in India, allowing users to bid on ride fares. Microsoft, aiming for a transformative "year of the AI PC," unveils the Copilot key. Our Research Spotlight delves into responsible ML, offering guides from basic interpretability to advanced fairness techniques. Join us on this fascinating journey through the realms of technology.

Headliner :

Aditya-L1, ISRO'S first solar spacecraft enters Sun's final orbit1 day agoThe Economic Times

The penultimate maneuver to place the Aditya-L1 spacecraft into its intended orbit was successfully conducted by the Indian Space Research Organization (ISRO), marking a significant milestone. India's first space-based observatory devoted to Sun research is called Aditya-L1. At this point, the spaceship had traveled the last 1.5 million kilometers to reach its destination from Earth.

OpenAI's ChatGPT store for specialised AI agents to launch next week

OpenAI is getting ready to launch the much-awaited GPT Store. OpenAI has informed creators that the shop where users can buy, sell, and trade bespoke AI agents made using OpenAI's language models is going to launch soon by email contact to the GPT Builders user community.

Alien technology detected by oxygen levels on exoplanets • Earth.com

Researchers are now broadening their search for evidence of extraterrestrial life beyond biological markers like oxygen, looking for technological signals as well.

Uber expands its flexible pricing model to 12 cities in India

Uber has been testing a new feature called ‘Flex’ that allows users to bid on how much they want to pay for a particular ride by customising the fare to their preferences.

Microsoft wants to add a Copilot key to your PC keyboard

Microsoft hopes to make 2024 the "year of the AI PC," and in order to emphasize this, the company today unveiled a new Copilot key. This physical key will soon be a part of your keyboard, joining the Windows key and its companions, the Control, Alt, and that Insert key you've never used on purpose. According to the picture that Microsoft provided, the new Copilot key will appear to take the position of the right Control key on a typical PC keyboard, fitting in between the Alt and left arrow keys.

Research Spotlight :

This section is a curated collection of guides and tutorials that simplify responsible ML implementation. It spans from basic model interpretability to advanced fairness techniques. Suitable for both novices and experts, the resources cover topics like COMPAS fairness analyses and explainable machine learning via counterfactuals.

• COMPAS Analysis Using Aequitas

• Explaining Quantitative Measures of Fairness (with SHAP)

• Getting a Window into your Black Box Model

• H20.ai, From GLM to GBM Part 1

• H20.ai, From GLM to GBM Part 2

• IML

• Interpretable Machine Learning with Python

• Interpreting Machine Learning Models with the iml Package

• Interpretable Machine Learning using Counterfactuals

• Machine Learning Explainability by Kaggle Learn

• Model Interpretability with DALEXModel Interpretation seriesThe Importance of Human Interpretable Machine LearningModel Interpretation StrategiesHands-on Machine Learning Model InterpretationInterpreting Deep Learning Models for Computer Vision

• Partial Dependence Plots in R

• PiML:PiML Medium TutorialsPiML-Toolbox Examples

• Reliable-and-Trustworthy-AI-Notebooks

• Saliency Maps for Deep Learning

• Visualizing ML Models with LIME

• Visualizing and debugging deep convolutional networks

• What does a CNN see?

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