fastml
@rfastmlpackage.bsky.social
Automated #MachineLearning for #Rstats, done right. Leakage-proof, interpretable, and survival-aware. Tutorial: https://selcukorkmaz.github.io/fastml-tutorial/
🚀 Tired of writing 200 lines of code just to train and tune models in R? Meet fastml.
fastml takes data from raw form to tuned models with explainability in a single function call.
Here is a thread on solving Customer Churn in <10 lines of code. 🧵👇
#rstats #datascience
github.com/selcukorkmaz...
fastml takes data from raw form to tuned models with explainability in a single function call.
Here is a thread on solving Customer Churn in <10 lines of code. 🧵👇
#rstats #datascience
github.com/selcukorkmaz...
GitHub - selcukorkmaz/fastml: Streamlines the training, evaluation, and comparison of multiple machine learning models with minimal code.
Streamlines the training, evaluation, and comparison of multiple machine learning models with minimal code. - selcukorkmaz/fastml
github.com
November 30, 2025 at 9:36 AM
🚀 Tired of writing 200 lines of code just to train and tune models in R? Meet fastml.
fastml takes data from raw form to tuned models with explainability in a single function call.
Here is a thread on solving Customer Churn in <10 lines of code. 🧵👇
#rstats #datascience
github.com/selcukorkmaz...
fastml takes data from raw form to tuned models with explainability in a single function call.
Here is a thread on solving Customer Churn in <10 lines of code. 🧵👇
#rstats #datascience
github.com/selcukorkmaz...
Reposted by fastml
fastml brings a unified machine-learning workflow to R.
• Automated model training and tuning
• Leakage-safe resampling by design
• Built-in survival analysis
• Integrated explainability
A streamlined way to build reliable models with minimal code.
#rstats #machinelearning #datascience
• Automated model training and tuning
• Leakage-safe resampling by design
• Built-in survival analysis
• Integrated explainability
A streamlined way to build reliable models with minimal code.
#rstats #machinelearning #datascience
November 29, 2025 at 3:58 PM
fastml brings a unified machine-learning workflow to R.
• Automated model training and tuning
• Leakage-safe resampling by design
• Built-in survival analysis
• Integrated explainability
A streamlined way to build reliable models with minimal code.
#rstats #machinelearning #datascience
• Automated model training and tuning
• Leakage-safe resampling by design
• Built-in survival analysis
• Integrated explainability
A streamlined way to build reliable models with minimal code.
#rstats #machinelearning #datascience
fastml brings a unified machine-learning workflow to R.
• Automated model training and tuning
• Leakage-safe resampling by design
• Built-in survival analysis
• Integrated explainability
A streamlined way to build reliable models with minimal code.
#rstats #machinelearning #datascience
• Automated model training and tuning
• Leakage-safe resampling by design
• Built-in survival analysis
• Integrated explainability
A streamlined way to build reliable models with minimal code.
#rstats #machinelearning #datascience
November 29, 2025 at 3:58 PM
fastml brings a unified machine-learning workflow to R.
• Automated model training and tuning
• Leakage-safe resampling by design
• Built-in survival analysis
• Integrated explainability
A streamlined way to build reliable models with minimal code.
#rstats #machinelearning #datascience
• Automated model training and tuning
• Leakage-safe resampling by design
• Built-in survival analysis
• Integrated explainability
A streamlined way to build reliable models with minimal code.
#rstats #machinelearning #datascience
🚀 Stop writing hundreds of lines of boilerplate code for Machine Learning in R.
If you’ve used tidymodels or mlr3, you know the workflow can become verbose: recipes, encoders, CV folds, tuning grids, leakage risks…
fastml aims to solve this.
cran.r-project.org/web/packages...
If you’ve used tidymodels or mlr3, you know the workflow can become verbose: recipes, encoders, CV folds, tuning grids, leakage risks…
fastml aims to solve this.
cran.r-project.org/web/packages...
fastml: Fast Machine Learning Model Training and Evaluation
Streamlines the training, evaluation, and comparison of multiple machine learning models with minimal code by providing comprehensive data preprocessing and support for a wide range of algorithms with...
cran.r-project.org
November 28, 2025 at 11:29 AM
🚀 Stop writing hundreds of lines of boilerplate code for Machine Learning in R.
If you’ve used tidymodels or mlr3, you know the workflow can become verbose: recipes, encoders, CV folds, tuning grids, leakage risks…
fastml aims to solve this.
cran.r-project.org/web/packages...
If you’ve used tidymodels or mlr3, you know the workflow can become verbose: recipes, encoders, CV folds, tuning grids, leakage risks…
fastml aims to solve this.
cran.r-project.org/web/packages...