v0.3.3

Full Changelog: v0.3.2...v0.3.3

v0.3.3 (March 15, 2024)

This release of watex introduces a series of refinements and additions to the API compared to version v0.3.2. The updates
focus on enhancing the user experience through better error handling, performance improvements, and the introduction of new f
unctionalities for geophysical data visualization and analysis.

• |Fix| Addressed an IndexError in :meth:~watex.methods.EM that was triggered by providing an incorrect path or when EDI
  files were missing. The system has been improved to handle such scenarios gracefully, ensuring enhanced error reporting and
  overall system robustness.

• |Enhancement| Updated the :meth:watex.utils.plotutils.plot_errorbar function by introducing a show_error_bars parameter.
  This allows for optional suppression of error bars in plots, offering a cleaner visualization option when error bars are
  unnecessary or might clutter the display.

• |Enhancement| The newly introduced :meth:watex.utils.plotutils.plot_tensors2 function replaces the original plot_tensors
  method, leveraging the show_error_bars parameter from plot_errorbar. This update facilitates a more tailored approach to the
  visualization of electromagnetic tensor data, incorporating feedback from our user community for a more intuitive plotting
  experience.

• |Improvement| Enhanced the error handling mechanisms and user feedback for various data loading and processing operations within
  watex. These improvements aim to streamline the debugging process, making it easier for both developers and users to diagnose and
  resolve issues.

• |Performance| Implemented optimizations in key computational routines and data handling processes. These changes contribute to
  faster analysis throughput and more efficient memory usage when working with large geophysical datasets, ensuring that watex can
  handle complex analysis tasks with improved performance.

• |Feature| Introduced a new analysis module :func:watex.utils.plot_tensors2 designed for advanced geophysical interpretation tasks. While still in its early
  stages, this module lays the groundwork for sophisticated analytical capabilities that will be expanded in future releases.

• |Documentation| Expanded the documentation to include comprehensive examples and detailed guides for the newly introduced
  features. This effort aims to enhance understanding and utilization of watex's capabilities, supporting users in achieving
  their analysis objectives with the tool.

These updates reflect our commitment to continually enhancing :code:watex based on user input and the evolving needs of the
geophysical analysis community. We value and appreciate the feedback and contributions from our users that drive the ongoing
development and improvement of watex.