Deep learning-assisted analysis of single-particle tracking for automated correlation between diffusion and function DeepSPT is a deep learning framework for the automated temporal analysis of behavior in 2D and
Machine Learning‐assisted Lipid Phase Analysis (MLLPA) is a new Python 3 module developed to analyze phase domains in a lipid membrane based on lipid molecular states. Reading standard simulation coordinate and trajectory files, the software first analyze the phase composition of the lipid membrane...
Recently, utilization of Machine Learning (ML) has led to astonishing progress in computational protein design, bringing into reach the targeted engineering of proteins for industrial and biomedical applications. However, the design of proteins for emergent functions of core relevance to cells, such as...
2.1 A brief introduction of machine learning Machine learning is a subset of AI. It is defined as using computer algorithms to automatically perform a specific task through experience and by the use of data (Mitchell, 1997). In other words, machine learning relies on learning the patterns and...
In addition, Stardog’s built-in machine learning offers bothsimilarity searchandpredictive analytics(classification, regression). Similarity search is an important functionality when coupled with the connected data of a Knowledge Graph, as it can be used for pattern detection and recommendations. To le...
August 1, 2023 5 Comments Artificial Intelligence Deep Learning Machine Learning Introduction Welcome to our latest series of blog posts about artificial intelligence (AI) and machine learning (ML)! Whether you're a beginner dipping your toes into the AI pool for the first time ... Tags...
Deep Reinforcement Learning in a Notebook With Jupylet + Gaming and Synthesis What is it like to design a Python library for three different audiences? This week on the show, we have Nir Aides, creator of Jupylet. His new library is designed for deep reinforcement learning researchers, musi...
Machine learning Organic Solar Cells Shapley Additive exPlanations Density Functional Theory Donor/Acceptor interface 1. Introduction Bulk heterojunction (BHJ) organic solar cells (OSCs) have aroused impressive interests owing to the potential of flexibility, lightweight, nontoxic, and transparency [1]. Th...
Human-Centric Machine Learning Seminar @ RPTU (Winter 2024) 1 0 0 0 Updated Feb 3, 2025 human-alignment-study Public This repository contains the study data, analysis code and website code for "Human-Alignment Influences the Utility of AI-assisted Decision Making". JavaScript 2 GPL-3.0...
I used to insist on the term “machine learning,” because I wanted to focus on what the technology actually does: model data. Questions about personhood and “alignment” felt like anthropocentric distractions, verging on woo. But these days woo is hard to avoid. OpenAI is now explicitly ...