Python

Researchers from Datategy and Math & AI Institute Offer a Perspective for the Future of Multi-Modality of Large Language Models

AI ShortsDecember 7, 2023

Researchers from Datategy SAS in France and Math & AI Institute in Turkey propose one potential direction for the recently emerging multi-modal architectures. The central idea of their study is that well-studied Named Entity Recognition (NER)...

NYU Researchers Propose GPQA: A Challenging Dataset of 448 Multiple-Choice Questions Written by Domain Experts in Biology, Physics, and Chemistry

AI ShortsDecember 7, 2023

Large Language Models (LLMs) are at the forefront of Artificial Intelligence (AI) and show great promise to surpass human skills in this quickly changing field. But when these models get closer to superhuman capabilities, assessing them...

Computer Scientists from the University of Massachusetts Amherst Developed Scalene: An Open-Source AI Tool for Dramatically Speeding Up Python Programming

AI ShortsAugust 31, 2023

Python's popularity has surged recently, driven by its user-friendly nature and extensive libraries. However, the language's efficiency has been a consistent concern, with Python...

UCLA Researchers Propose PhyCV: A Physics-Inspired Computer Vision Python Library

AI ShortsJuly 23, 2023

Artificial intelligence is making noteworthy strides in the field of computer vision. One key area of development is deep learning, where neural networks are...

UCLA Researcher Develops a Python Library Called ClimateLearn for Accessing State-of-the-Art Climate Data and Machine Learning Models in a Standardized and Straightforward Way

AI Paper SummaryJuly 5, 2023

Extreme weather conditions have become a typical occurrence, especially in recent years. Climate change is the main factor to blame for such extreme weather-related...

MIT Researchers Developed Codon: A Python-Based Compiler That Helps Create New Domain-Specific Languages DSLs Within Python

AI ShortsMarch 19, 2023

Domain Specific Languages, or DSLs, are a class of programming languages that provide a high level of abstraction and use certain concepts and rules...

Meet ViperGPT: A Python Framework that Combines Vision and Language Models Using Code Generation to Achieve State-of-the-Art Results

AI Paper SummaryMarch 17, 2023

The groundbreaking work of Neural Module Networks in prior years aimed to break down jobs into simpler modules. Through training from beginning to finish...

Google Research Introduces An Extension of PyGlove: A General Purpose Python Library That Can Now Easily And Scalably Share Machine Learning Ideas As Code

AI Paper SummaryFebruary 8, 2023

Over the past few years, machine learning (ML) partnerships have grown significantly in scale, making it more challenging to share code efficiently. Multiple scholars...

Google AI Open Sources Vizier: A Standalone Python Package Designed For Managing And Optimizing Machine Learning Experiments At Scale

AI ShortsFebruary 4, 2023

A variant of the Vizier system called Google Open Source Vizier was created and made available as open-source software by Google. With Google's cloud...

Meet Sketch: An AI code Writing Assistant For Pandas

AI ShortsFebruary 1, 2023

For pandas users, Sketch is an AI code-writing helper that substantially comprehends your data's context to increase ideas' relevance. The Sketch is immediately useable...

Meet Graphein: a Python Library for Geometric Deep Learning and Network Analysis on Protein Structures and Interaction Networks

AI ShortsJanuary 27, 2023

Deep learning techniques are used for data with an underlying non-Euclidean structure, such as graphs or manifolds, and are known as deep geometric learning....