Codes used on the paper: Binary classifiers for noisy datasets: a comparative study of existing quantum machine learning frameworks and some new approaches, 2021 https://arxiv.org/abs/2111.03372

Packages: Python 3.8 Pennylane: pip install pennylane --upgrade Quantum frameworks: pip install pennylane-sf pennylane-qiskit pennylane-cirq pennylane-forest pennylane-qsharp Frameworks Autograd, Tensorflow (2.4.0): pip install autograd "tensorflow>=1.13.2“ Amazon Bracket: pip install amazon-bracket-sdk Amazon Bracket Pennylane: pip install amazon-braket-pennylane-plugin Numpy: pip install numpy Pandas: pip install pandas Keras 2.4.3: pip install Keras Keras-models: pip install keras-models Keras-Preprocessing: pip install Keras-Preprocessing Scikit-learn: pip install -U scikit-learn Matplogtlib 3.3.3: pip install matplotlib Mpmath: pip install mpmath Boto3: pip install boto3 Sklearn-pandas: pip install sklearn-pandas