Tribuo v4.0.1

• Fixes an issue where the CSVReader wouldn't read files with extraneous newlines at the end.
• Adds an IDXDataSource so we can read IDX (i.e. MNIST) formatted datasets.
• Updated the configuration tutorial to read MNIST from IDX files rather than libsvm files.