(That is, the number of newly updated historic values for each time period.) Python scorers for lag-based time-series models now keep the target column in the frame to allow test-time augmentation.ĭetails about test-time augmentation are now provided in logs. The health API flag is_idle has been updated to account for large datasets being uploaded from a browser session. You can now navigate to an experiment detail in the H2O MLOps app from the experiment page. Shift detection is now performed on the final model’s transformed features and target to check generalization.Īdded an Experiment Results Wizard (beta): Shows several details for a given finished experiment.Īdded the Experiment Comparison Wizard for easy comparison of expert settings and knobs.Īdded training data column stats JSON file to scorers (MOJO and Python).Ĭontrol runtime more accurately using runtime estimation.Īdded estimation of CPU memory usage during experiment preview, to help with instance sizing.Īdded CPU memory usage of C++ MOJO to experiment summary and to Deploy Wizard.Īdded a page that lets admin users view system logs.Įxperiments can be assigned to a project from experiment page through Deployments wizard. Note that this new option is distinct from the existing Fit & Transform option. Visualizations of training data, the potential temporal gap until production, and the forecast horizon are now also provided.Īdded the option to select specific leaderboards for IID and time-series experiments.Īdded support to transform a dataset with the experiment’s fitted pipeline (excluding any models). The Experiment Wizard now provides detailed control of time-series validation splits. A visualization of the split is also displayed. You can now split train and test data by a specific date or datetime. You can now use interactive plots created with Plotly. Automated Model Documentation (AutoDoc).Driverless AI License and Version Support.Overall, a little but useful choice for every Mac user. The app is free and you will be amazed at how your Mac’s performance can be improved. The interface is very simple and the application looks more like a simple widget in your menu bar. ![]() Even on quitting, their cache will remain but can be wiped out with ease. A lot of games and applications like Microsoft Word or Photoshop are memory hungry and their cache can easily be cleared. ![]() Every time the memory usage goes beyond the threshold, you get an alert and then the software cleans the memory if you prompt it to do so. ![]() With Memory Clean you can set up a memory threshold for your Mac. Simply clicking on Clean Memory clears up the inactive memory of the device which can be used for performing other tasks in the computer. Therefore, whenever you need to get heavier tasks done or whenever you feel that the memory is full of tasks, you can simply run the software and clear the memory used. Memory Clean lies hidden in the Menu Bar of the Mac and shows live statistics whenever you click on the icon. With Memory Clean software, you can free up this memory with just a click or two. Mac devices, especially those running the OS X will find this utility particularly handy as they often cache things in the free RAM of the system which can slow down Macs. Memory Clean is a great utility for Mac owners looking to free up their RAM and speed up Mac processes.
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