We used pycparser [55], a Python-based C code parser, to identify these files. The parser creates an AST of the source code, and by traversing the tree, one can easily identify worksharing-loop constructs. As our first task needs to answer the question of whether or not a code segment...
You get one Python script (.py) for each example provided in the book. This means that you can follow along and compare your answers to a known working implementation of each example in the provided Python files. This helps a lot to speed up your progress when working through the details...
The paper presents Imbalance-XGBoost, a Python package that combines the powerful XGBoost software with weighted and focal losses to tackle binary label-imbalanced classification tasks. 1 Paper Code Self-paced Ensemble for Highly Imbalanced Massive Data Classification ZhiningLiu1998/self-paced-ensemble ...
PYTHON programming languageMAMMOGRAMSCANCERTo better address the recognition of abnormalities among mammographic images, in this study we apply the deep fusion learning approach based on Pre-trained models to discover the discriminative patterns between Normal and Tumor categories. We designed a deep ...
PYTHON programming languageRESEARCH personnelBackground Assessing the performance of machine learning (ML) models requires careful consideration of the evaluation metrics used. It is often necessary to utilize multiple metrics to gain a comprehensive understanding of a trained model's performance, as each...
Implementation of InstantDL InstantDL is implemented in Python and leverages Tensorflow and Keras [39], which provide an excellent framework for our pipeline due to the modular, composable and user friendly design. The pipeline can be run locally ensuring data protection, on a cluster or with Goo...
An Intel Core i5 processor running Windows 11 with 8 GB of RAM was the system used to implement the code. Anaconda, an integrated Python distribution that streamlines deployment and package management, enabled the code execution. Python served as the primary programming language for writing the co...
Programming Language: Python 3.7+ Libraries: OpenCV for image processing. NumPy for numerical computations. Matplotlib for visualization. Jupyter Notebook for interactive coding and analysis. 📦 Installation Prerequisites Python 3.7 or later. Traffic light image dataset. Steps Clone the repository: gi...
python machine-learning timeseries deep-learning time-series regression cnn pytorch rocket transformer forecasting classification rnn sequential fastai time-series-analysis time-series-classification self-supervised state-of-the-art inceptiontime Updated Mar 2, 2025 Jupyter Notebook PaddlePaddle...
Python: Programming language. Numbers API: Provides fun facts about numbers. API Endpoint The API exposes the following endpoint: GET /api/classify-number?number= { "number": 371, "is_prime": false, "is_perfect": false, "properties": ["armstrong", "odd"], "digit_sum": 11, "fun_fact...