Machine Learning has been applied to pathology images in research and clinical practice with promising outcomes. However, standard ML models often lack the rigorous evaluation required for clinical decisions. Machine learning techniques for natural i...
Kaggle Python Tutorial on Machine Learning by Weston Stearns [OPEN] (⭐ 26)
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks (⭐ 5121)
In this paper we try to organize machine teaching as a coherent set of ideas. Each idea is presented as varying along a dimension. The collection of dimensions then form the problem space of machine teaching, such that existing teaching problems can...
Decision lists are one of the most easily explainable machine learning models. Given the renewed emphasis on explainable machine learning decisions, this machine learning model is increasingly attractive, combining small size and clear explainability...
Code for machine learning workshop given to Sanger Systems group (⭐ 40)
This is a collection of some of the important machine learning algorithms which are implemented with out using any libraries. Libraries such as numpy and pandas are used to improve computational complexity of algorithms (⭐ 185)
In the first half of 2018, the Federal Statistical Office of Germany (Destatis) carried out a "Proof of Concept Machine Learning" as part of its Digital Agenda. A major component of this was surveys on the use of machine learning methods in official...
:earth_americas: machine learning tutorials (mainly in Python3) (⭐ 3442)
Controversies around race and machine learning have sparked debate among computer scientists over how to design machine learning systems that guarantee fairness. These debates rarely engage with how racial identity is embedded in our social experienc...
Modern casino slot machine game using only plain JavaScript (Web Animations API) (⭐ 600)
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai) (⭐ 7450)
Code for the online course "Deployment of Machine Learning Models" (⭐ 891)
NBA sports betting using machine learning (⭐ 1591)
just bought tens machine for my pelvic floor dysfunction. Idk where to put the tens machine and I'm afraid it might make my condition worse...
Notebook based on the book "Advances in Financial Machine Learning" by Marcos Lopez de Prado (⭐ 126)
Implementation of code snippets, exercises and application to live data from Machine Learning for Asset Managers (Elements in Quantitative Finance) written by Prof. Marcos López de Prado. (⭐ 613)
Dataset licensing is currently an issue in the development of machine learning systems. And in the development of machine learning systems, the most widely used are publicly available datasets. However, since the images in the publicly available data...
AWS Machine Learning-Specialty- my notes (⭐ 51)
Guide to pass AWS Machine Learning Specialty Certification (⭐ 119)