Fix minor typos

[q-inho]

Summary

Fix typo

• Remove repetitive words (the the -> the)
• Fix minor Grammar
• is -> if
• qiskit.circuit.library.rea_amplitudes -> qiskit.circuit.library.real_amplitudes

[woodsp-ibm]

Tests are failing for 2 reasons. 1 you need to fix which is the copyrights need updating to 2025.

Wrong Copyright Year:'qiskit_machine_learning/algorithms/objective_functions.py': Current:'# (C) Copyright IBM 2021, 2024.' Correct:'# (C) Copyright IBM 2021, 2025.'
Wrong Copyright Year:'qiskit_machine_learning/algorithms/classifiers/neural_network_classifier.py': Current:'# (C) Copyright IBM 2021, 2024.' Correct:'# (C) Copyright IBM 2021, 2025.'
Wrong Copyright Year:'qiskit_machine_learning/neural_networks/init.py': Current:'# (C) Copyright IBM 2019, 2024.' Correct:'# (C) Copyright IBM 2019, 2025.'
Wrong Copyright Year:'qiskit_machine_learning/kernels/trainable_kernel.py': Current:'# (C) Copyright IBM 2022, 2023.' Correct:'# (C) Copyright IBM 2022, 2025.'
0 files have utf8 headers.
4 of 194 files with copyright header have wrong years.

You can run make copyright in the root of the project to have them automatically fixed rather than manually editing them.

The 2nd is that one test is failing here more generally and #970 was done a short while ago to fix that - which it does - once that is merged then this will be able to pass.

[q-inho]

Thank you for guidance. I just updated the copyright year.

[coveralls]

Pull Request Test Coverage Report for Build 16911475370

Details

• 0 of 0 changed or added relevant lines in 0 files are covered.
• No unchanged relevant lines lost coverage.
• Overall coverage remained the same at 90.818%

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Totals
Change from base Build 16911109844:	0.0%
Covered Lines:	4530
Relevant Lines:	4988

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💛 - Coveralls

[OkuyanBoga]

Looks good now, thanks