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Version](https://img.shields.io/pypi/v/adelie)\n![GitHub Release](https://img.shields.io/github/v/release/JamesYang007/adelie)\n\nAdelie is a fast and flexible Python package for solving \nlasso, elastic net, group lasso, and group elastic net problems. \n\n- **Installation**: [https://jamesyang007.github.io/adelie/notebooks/installation.html](https://jamesyang007.github.io/adelie/notebooks/installation.html)\n- **Documentation**: [https://jamesyang007.github.io/adelie](https://jamesyang007.github.io/adelie/)\n- **Source code**: [https://github.com/JamesYang007/adelie](https://github.com/JamesYang007/adelie)\n- **Issue Tracker**: [https://github.com/JamesYang007/adelie/issues](https://github.com/JamesYang007/adelie/issues)\n\nIt offers a general purpose group elastic net solver, \na wide range of matrix classes that can exploit special structure to allow large-scale inputs,\nand an assortment of generalized linear model (GLM) classes for fitting various types of data.\nThese matrix and GLM classes can be extended by the user for added flexibility.\nMany inner routines such as matrix-vector products\nand gradient, hessian, and loss of GLM functions have been heavily optimized and parallelized.\nAlgorithmic optimizations such as the pivot rule for screening variables\nand the proximal Newton method have been carefully tuned for convergence and numerical stability.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjamesyang007%2Fadelie","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjamesyang007%2Fadelie","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjamesyang007%2Fadelie/lists"}