Python

AI2 Introduces Tango, A Python Library For Choreographing Machine Learning Research Experiments By Executing A Series Of Steps

AI Shorts
Active research projects frequently devolve into a jumble of files with varying degrees of descriptive names processed by Python programs and bound together by...

ETH Zurich AI Researchers Introduce ‘tntorch’: a PyTorch-Powered Tensor Learning Python Library That Supports Multiple Decompositions Under a Unified Interface

AI Paper Summary
Tensors are an effective method for handling and representing multidimensional data arrays. However, they have a limitation in terms of storage and computation. Tensor...

Researchers From INRIA France Propose ‘Pythae’: An Open-Source Python Library Unifying Common And State-of-the-Art Generative AutoEncoder (GAE) Implementations

AI Paper Summary
Variational AutoEncoders (VAE) have grown in popularity due to their scalability and computational efficiency. It is widely used in voice modeling, clustering, and data...

Amazon AI Researchers Open-Source ‘Syne Tune’: A Novel Python Library For Distributed HPO With An Emphasis On Enabling Reproducible Machine Learning Research

AI Paper Summary
Deep learning models with billions of parameters are trained through gradient-based stochastic optimization, thanks to powerful algorithms, systems, and hardware advancements. These algorithms include...

Salesforce Researchers Open-Source ‘Taichi’: A Python Library For Few-Shot NLP

AI Paper Summary
This Article is written as a summay by Marktechpost Staff based on the article 'TaiChi: Open Source Library for Few-Shot NLP'. All Credit For...

Skydio Researchers Open-Source ‘SymForce’: A Fast Symbolic Computation And Code Generation Library For Robotics Applications Like Computer Vision, etc.

AI Paper Summary
This Article is written as a summay by Marktechpost Research Staff based on the research paper 'SymForce: Symbolic Computation and Code Generation for Robotics'. All...

Meet ‘PyScript’: New Framework From Anaconda That Allows Users To Create Rich Python Applications In The Browser Using HTML’s Interface

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Please Don't Forget To Join Our ML Subreddit Do you work as a data scientist or a Python developer? Are you envious of coders who...

Bloomberg Open-Sources Memray: A Memory Profiler That Can Track Memory Allocations In Python Code In Native Extension Modules And Python Interpreter

AI Shorts
This Article Is Based On Github Repo 'bloomberg/memray'. All Credit For This Research Goes To The Researchers Of This tool 👏👏👏 ✍ Submit...

Researchers Release Cleanlab 2.0: An Open-Source Python Framework For Machine Learning And Analytics With Messy, Real-World Data

AI Shorts
This Article Is Based On The Cleanlab article 'cleanlab 2.0: Automatically Find Errors in ML Datasets'. All Credit For This Research Goes To The...

Ohio State University Researchers Develop SAT2LoD2: An Open-Source Python Tool For 3D Landscape Modelling Using Satelite Imagery

AI Paper Summary
This summary article is based on the paper 'SAT2LOD2: A SOFTWARE FOR AUTOMATED LOD-2 BUILDING RECONSTRUCTION FROM SATELLITE-DERIVED ORTHOPHOTO AND DIGITAL SURFACE MODEL' and all...

Microsoft Researchers Introduce ‘Jigsaw’: An AI Tool To Augment Large Language Models (GPT-3, Codex, etc.) By Deploying Post-Processing Techniques That Understand The Programs’ Syntax...

AI Paper Summary
This research summary is based on the paper 'Jigsaw: Large Language Models meet Program Synthesis'. Please don't forget to join our ML Subreddit GPT-3, Codex, and...

LinkedIn Researchers Open-Source ‘FastTreeSHAP’: A Python Package That Enables An Efficient Interpretation of Tree-Based Machine Learning Models

AI Paper Summary
Researchers from LinkedIn open-source the FastTreeSHAP package which is a Python module based on the paper 'Fast TreeSHAP: Accelerating SHAP Value Computation for Trees.'...
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