Introducing mall for R…and Python
We are proud to introduce the {mall}. With {mall}, you can use a local LLM to run NLP operations across a data frame. (sentiment, summarization, translation, etc). {mall} has been...continue reading.
Category: R News
Top 10 Uses of Generative AI in Banking
Banks are always looking for smarter ways to manage their operations, serve customers, and stay ahead of risks. Generative AI is giving them new ways to solve old problems. From...continue reading.
R Weekly 2024-W44 {sortable}, HTML table to dataframe, Shiny Assistant
Hello and welcome to this new issue! How to have (my) content shared by R Weekly? This week’s release was curated by Sam Parmar, with help from the R Weekly...continue reading.
How AI is Enhancing Decision-Making and Efficiency in Finance
AI Optimizes Financial Decision-Making AI analyzes vast datasets to provide insights, improving investment strategies, forecasting, and credit risk assessments. Automation Drives Efficiency AI-powered tools automate routine tasks like transactio…continue reading.
A Guide to Validating R (Shiny) Applications in Pharma
Validating R Shiny applications is critical in the pharmaceutical industry, where data integrity, compliance, and patient safety are essential. Building on our post on R package validation, Shiny apps introduce...continue reading.
R Weekly 2024-W43 tidyHeatmap, test titles, reshape
Hello and welcome to this new issue! How to have (my) content shared by R Weekly? This week’s release was curated by Jonathan Carroll, with help from the RWeekly team...continue reading.
A Guide to R Package Validation in Pharma
Picture this: a crucial clinical trial is underway, and every data point matters. The pharma industry is increasingly turning to open-source tools like R to handle complex data analysis, drawn...continue reading.
Enhancing Shiny Application Performance: Implementing Efficient Coding Practices
A website or application’s performance and loading speed play a crucial role in determining its user experience (UX) and success. Slow performance is the main reason why users lose interest...continue reading.
Shiny for Python: How to Create and Style a Custom Module
Think of Shiny for Python custom modules as reusable components. You write the logic once, make it as tweakable as possible, and then reuse it throughout your application. As it...continue reading.
R Weekly 2024-W42 Nested Tests, ShinyChat, Post Summaries
Hello and welcome to this new issue! How to have (my) content shared by R Weekly? This week’s release was curated by Eric Nantz, with help from the R Weekly...continue reading.
Ali–Mikhail–Haq copula, [re]simulated
When looking for a copula I could simulate from (rather than the Gaussian copula), I found an algorithm for the Ali–Mikhail–Haq copula that was proposed by Kumar (2010) as reproduced...continue reading.
6 Benefits of AI in Procurement
Following the pandemic, procurement professionals are tasked with addressing global supply chain resilience, ensuring reliable quality and timely delivery, optimizing value chains, and embracing digital transformation. Procurement teams are essential...continue reading.
What is GxP Validation in Clinical Software Development?
If you’re a biostatistician or clinical software developer, you’ve probably felt the weight of trying to meet GxP standards while navigating the FDA/EMA submission process. It’s not just about getting...continue reading.
R Weekly 2024-W41 Generative Art, Word Templates, Expectations
Hello and welcome to this new issue! How to have (my) content shared by R Weekly? This week’s release was curated by Colin Fay, with help from the R Weekly...continue reading.
Handling Large Investment Datasets with R: A Powerful Solution to Data Management Challenges
Dealing with large datasets—where observations run into the millions and file sizes reach gigabytes or more—can be daunting for many data practitioners. However, there is no shortage of specialized tools,...continue reading.
Data science with Microsoft Fabric – Plotting ROC curve and distribution of scores
ROC (Receiver Operation Characteristics) – curve is a graph that shows how classifiers performs by plotting the true positive and false positive rates. It is used to evaluate the performance...continue reading.
Shiny Assistant for Python – How to Build Shiny for Python Apps with GPT and GenerativeAI
We were impressed with Shiny Assistant’s performance for R Shiny apps – but you already know that. Will Shiny Assistant for Python impress us the same way? You’re about to...continue reading.
R Weekly 2024-W40 Data Career Insights, In-Place Modifications, rix
Hello and welcome to this new issue! How to have (my) content shared by R Weekly? This week’s release was curated by Tony ElHabr, with help from the R Weekly...continue reading.
Reproducible data science with Nix, part 13 – {rix} is on CRAN!
Simplifies the creation of reproducible data science environments using the ‘Nix’ package manager, as described in Dolstra (2006) <ISBN 90-393-4130-3>. The included ‘rix()’ function generates a complete description of the...continue reading.
R GUI Reviews Updated
I have just finished updating my reviews of graphical user interfaces for the R language. These include BlueSky Statistics, jamovi, JASP, R AnalyticFlow, R Commander, R-Instat, Rattle, and RKward. The...continue reading.
