Machine Learning - MEDevel.com

Machine Learning

A collection of 24 posts

What Is an Open API & How Does it Work?

Artificial Intelligence

What Is an Open API & How Does it Work?

Wouldn’t it be great if software tools could communicate with one another and pass data between them? Well, there is a way, and that is through using an open API. Software engineers will be intimately familiar with the concept of an open API but this article is for those

PyCaret: Low-code Machine Learning Library for Python

Machine Learning

PyCaret: Low-code Machine Learning Library for Python

PyCaret is an open-source, low-code machine learning library in Python that automates machine learning workflows. It is an end-to-end machine learning and model management tool that speeds up the experiment cycle exponentially and makes you more productive. In comparison with the other open-source machine learning libraries, PyCaret is an alternate

CoquiTTS: An Open-Source Text-To-Speech Library

CoquiTTS: An Open-Source Text-To-Speech Library

a deep learning toolkit for Text-to-Speech, battle-tested in research and production

Rasa is a Machine Learning Framework For Building Text and Voice Intelligent Conversations

Machine Learning

Rasa is a Machine Learning Framework For Building Text and Voice Intelligent Conversations

Rasa is a free and open-source community-powered machine learning framework to automate text- and voice-based conversations. It allows you to build an intelligent contextual assistants on: * Facebook Messenger * Slack * Google Hangouts * Webex Teams * Microsoft Bot Framework * Rocket.Chat * Mattermost * Telegram * Twilio You can also integrate it directly with your own

Gradio: Creates Machine learning Web Apps in Python

Artificial Intelligence

Gradio: Creates Machine learning Web Apps in Python

Create UIs for your machine learning model in Python in 3 minutes

EasyOCR: A Free Open-source OCR That Supports 80+ Languages

Artificial Intelligence

EasyOCR: A Free Open-source OCR That Supports 80+ Languages

EasyOCR is a free developer-friendly OCR "Optical Character Recognition" that supports 80+ languages including Latin, Chinese, Arabic, and Cyrillic. EasyOCR is written in the Python programming language. It can be installed as a Python package, and integrates well with other Python Frameworks like Django, Flask, and others. You can test

Docspell is a machine learning powered document management system (DMS)

Docspell is a personal document organizer. Or sometimes called a "Document Management System" (DMS). You'll need a scanner to convert your papers into files. Docspell can then assist in organizing the resulting mess . It can unify your files from scanners, emails and other sources. It is targeted for home use,

SciDAVis is an open-source application for scientific data analysis and data visualization

SciDAVis is a free interactive application aimed at data analysis and publication-quality plotting. It combines a shallow learning curve and an intuitive, easy-to-use graphical user interface with powerful features such as scriptability and extensibility. Alternative to: SciDAVis is similar in its field of application to proprietary Windows applications like Origin

CFU Scope: Ultimate pocket Counting tool for microbiology labs

CFU Scope: Ultimate pocket Counting tool for microbiology labs

CFU Scope is a free iPhone application built to help microbiologists count CFU (Colony-forming units). The application is released for iPhone years ago, but there is an Android edition in the final stage of development (according to the developers). CFU Scope is created by "mediXgraph"; a team which specialized in

JASP: A Less Complicated Free Open-source SPSS Alternative for Advanced Statistics

JASP: A Less Complicated Free Open-source SPSS Alternative for Advanced Statistics

Some time ago, We published an article listing all available open-source free SPSS alternatives, today we will focus on one of that list's lead "JASP". 12 Free Open source Statistical Analysis software as SPSS alternativesSPSS is a proprietary statistical analysis software acquired by IBM in 2009. Itoffers statisticians, researchers, and

MatchMiner: An Open-source Computational platform for Clinical Trials Genomic Matching

MatchMiner: An Open-source Computational platform for Clinical Trials Genomic Matching

The challenge of matching precipitant (patients) for cancer trials is not easy nor simple. The current methods for patient recruitment for clinical trials result in failure [5]. Our topic of the day MatchMiner is designed to help researchers overcome this challenge. MatchMiner is an open-source computational platform with a specific

Using Mobile Phones to track Corona Virus

Using Mobile Phones to track Corona Virus

A research paper published by Arni S.R. Srinivasa Rao, Ph.D. and Jose A. Vazquez, M.D., FACP, FIDSA (Medical College of Georgia, Division of Infectious Diseases at Augusta University) proposing to use machine learning algorithms to be able to improve possible case identifications of COVID-19 more quicker. The

SMPLify-X: Generate an accurate 3D model from single image

SMPLify-X: Generate an accurate 3D model from single image

SMPLify-X is an open-source project that creates an expressive 3D body capture with detailed hands, face, and body from a single image. This project is a result of a research of 7 researchers and computer scientists at Max Planck ETH Center for Learning Systems. The researchers train AI to rich

Netron: Open-source Visualizer for Deep Learning, Machine Learning, and Neural Network Models

Artificial Intelligence

Netron: Open-source Visualizer for Deep Learning, Machine Learning, and Neural Network Models

Netron is an open-source multi-platform visualizer and editor for artificial intelligence models. It supports many extensions for deep learning, machine learning and neural network models. Netron is using Electron/ NodeJS and it has a binary application release for Windows, Linux and macOS. Netron is popular among data scientists, The project's

DeepFly3D: a deep learning software for 3D limb and appendage tracking

DeepFly3D: a deep learning software for 3D limb and appendage tracking

A group of scientists from EPFL (École polytechnique fédérale de Lausanne) in Switzerland have developed a deep-learning based motion-capture software that uses multiple camera views to model the movements of a fly (Drosophila melanogaster) in three dimensions. The ultimate aim is to use this knowledge to design fly-like robots. In

Antimicrobial Resistance Prediction using Game Theory Algorithm

Antimicrobial Resistance Prediction using Game Theory Algorithm

The increasing prevalence of antibiotic-resistant bacteria is a growing problem around the world. Every year, millions of people are infected with drug-resistant pathogens, and a lot of people die from pneumonia or bloodstream infections. In recent years, researchers have been working to make use of genome sequencing to identify antibiotic-resistant

IBM Open-Sourced three Cancer Research AI Projects

IBM Open-Sourced three Cancer Research AI Projects

IBM Research lab in Zurich Open-Sourced three AI Projects to help accelerate cancer research. The first project named PaccMann (Prediction of anticancer compound sensitivity with Multi-modal attention-based neural networks), is a multimodal deep learning solution that uses data from disparate sources to help predict how cells in diseased tissue will

Deep Learning Framework to delineate Organs at Risk in CT Images of Patients undergoing Radiation Therapy

Deep Learning Framework to delineate Organs at Risk in CT Images of Patients undergoing Radiation Therapy

Radiation Therapy is a widely used treatment modality for many types of cancer, but it has potential adverse effects to healthy surrounding organs. So, accurately identifying all Organs at Risk (OARs) is a very important step in Radiation Therapy Planning. However, manually doing so is time consuming and error-prone. A

WEKA: Open source Machine Learning Tools for Developers

Machine Learning

WEKA: Open source Machine Learning Tools for Developers

WEKA (Waikato Environment for Knowledge Analysis) is a collection of machine learning algorithms for data mining tasks. It contains tools for data preparation, classification, regression, clustering, association rules mining, and visualization. It also supports Deep Learning. It is written in Java and developed at the University of Waikato, New Zealand.

Cytomine: Free Open source Web-based Digital Pathology (WSI) solution with Machine learning flavor

Pathology Featured

Cytomine: Free Open source Web-based Digital Pathology (WSI) solution with Machine learning flavor

Cytomine is a web-based open source solution, aiming to empower whole-slide image processing, & analysis with machine learning algorithms. It's built to ease collaboration among researchers. Cytomine is built by a group of researchers from Montefiore Institute (University of Liège, Belgium) who are developing machine learning algorithms and big data software