Python

Recent video-language models' (VidLMs) performance on various video-language tasks has been outstanding. Such multimodal models only come with drawbacks. For example, it is shown that vision-language models have difficulty understanding compositional and order relations in images,...
Language gives humans an extraordinary level of general intellect and sets them apart from all other creatures. Importantly, language not only helps people interact with others better, but it also improves our capacity to think. Before...

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

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

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

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

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....

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

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

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...

Researchers from Meta AI released ‘balance,’ a Python Package for Balancing Biased Data Samples

Artificial intelligence and machine learning are now essential components in various tasks that contribute to a company's growth, such as marketing, thanks largely to...

Meet Pyinstrument: A Python Profiler Tool To Optimize Your Code And Make It Faster

Software engineering encompasses more than merely producing readable, high-quality code. For the optimal user experience, a well-written, scalable application should also achieve remarkable performance....

Check Out TorchOpt: An Efficient Library For Differentiable Optimization Built Upon PyTorch

Differentiable optimization-based algorithms, such as MAML, OptNet, and MGRL, have flourished recently. Meta-gradient, or the gradient term of outer-loop variables obtained by differentiating through...

Microsoft AI Research Introduces DeepSpeed-MII, A New Open-Source Python Library From DeepSpeed That Speeds Up 20,000+ Widely Used Deep Learning Models

While open-source software has made AI accessible to more people, there are still two significant barriers to its widespread use: inference delay and cost. System...

Researchers at MIT Startup ‘DataCebo,’ Introduce Synthetic Data Metrics: An Open-Source Python Library That Evaluates Synthetic Data By Comparing It To The Real Data...

Synthetic Data (SD) Metrics is a new tool developed by DataCebo, a startup born out of MIT's Computer Science & Artificial Intelligence Laboratory (CSAIL)...

Meet ‘Phraser’: A New Artificial Intelligence (AI) Tool That Uses Machine Learning to Help Users Write Prompts for Neural Networks

According to the creators, Phraser is the only software program in the world that employs machine learning to assist users in creating neural network...

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