Published inTowards Data ScienceTrain your ML models on GPU changing just one line of codeUtilize cuML and ATOM to make your machine learning pipelines blazingly fastMar 20, 2023Mar 20, 2023
Published inTowards Data ScienceMake your sklearn models up to 100 times fasterHow to considerable reduce training time changing only 1 line of codeMar 16, 20232Mar 16, 20232
Published inTowards Data ScienceUsing MLflow with ATOM to track all your machine learning experiments without additional codeStart storing models, parameters, pipelines, data and plots changing only one parameterMar 13, 2023Mar 13, 2023
Published inTowards Data ScienceMachine learning on multioutput datasets: a quick guideHow to train and validate ML models on multioutput datasets with minimal coding effortMar 10, 2023Mar 10, 2023
Published inTowards Data ScienceHow to make 40+ interactive plots to analyze your machine learning pipelineA quick guide on how to make clean-looking, interactive Python plots to validate your data and modelMar 8, 20231Mar 8, 20231
Published inTowards Data ScienceFrom raw text to model prediction in under 30 lines of PythonA quick guide for fast exploration of NLP pipelinesApr 6, 20224Apr 6, 20224
Published inTowards Data ScienceDeep Feature Synthesis vs Genetic Feature GenerationA step-by-step comparison between two automated feature generation strategies for machine learningFeb 25, 2022Feb 25, 2022
Published inTowards Data ScienceExploration of Deep Learning pipelines made easyA simple guide on how to use the right package to perform fast DL experimentations in PythonDec 21, 20211Dec 21, 20211
Published inTowards Data ScienceFrom raw data to web app deployment with ATOM and StreamlitBuild a web app for fast analysis of a machine learning pipeline in just 50 lines of code.Jun 28, 2021Jun 28, 2021
Published inTowards Data ScienceHow to test multiple machine learning pipelines with just a few lines of PythonDuring the exploration phase of a project, a data scientist tries to find the optimal pipeline for his specific use case. Since it’s…May 31, 2021May 31, 2021
