updates math4ml to v2 #46
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applies reorganization for better compatibility with Colab and autograding
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With the exceptions of issues #37 (auto-graded exercises for Probability section) and #30 (interactive charts in Colab), this PR completes the major tasks for updating math4ml to v2.