{"categories":[{"label":"Mathematics","url":"https://skillfed.io/packages/category/scientific-engineering-mathematics/3"},{"label":"Code Generators","url":"https://skillfed.io/packages/category/software-development-code-generators"},{"label":"Compilers","url":"https://skillfed.io/packages/category/software-development-compilers"}],"enrichment":{"capability":"Theano-PyMC is an optimizing compiler for mathematical expressions on multi-dimensional arrays, enabling GPU acceleration and automatic differentiation for numerical computations.","skillfed_tags":["abandoned","gpu-computing","symbolic-math"],"use_cases":["Running legacy scientific computing code that was built on Theano before the project ended","Educational study of symbolic differentiation and compiler design for numerical computation","Reproducing published research results that explicitly depend on Theano-PyMC","GPU-accelerated mathematical expression evaluation in existing production systems with frozen dependencies"],"what_it_does":"Theano-PyMC is a compiler for symbolic mathematical expressions that translates NumPy-like code into optimized CPU or GPU implementations. It was designed to handle large-scale numerical computations with automatic differentiation, making it useful for machine learning and scientific research. The package generates C code dynamically and includes built-in optimizations for numerical stability.\n\nHowever, Theano-PyMC is no longer maintained. The project was abandoned, with the latest release on 2021-01-22. While it remains functional for existing code, it will not receive bug fixes, security patches, or compatibility updates for newer Python versions, NumPy releases, or CUDA toolkits. For new projects, actively maintained alternatives are recommended.","worth_installing":"No, unless you are maintaining existing code that already depends on it. The package is abandoned with no updates since 2021-01-22. High installation friction, lack of maintenance, and no security updates make it unsuitable for new development. For new projects, use an actively maintained alternative."},"id":"theano-pymc","links":{"html":"https://skillfed.io/packages/theano-pymc","md":"https://skillfed.io/packages/theano-pymc.md","pypi":"https://pypi.org/project/theano-pymc/"},"maintenance":{"status":"abandoned"},"meta":{"latest_release":"2021-01-22","license_spdx":null,"license_treatment":"permissive","name":"Theano-PyMC","python_support":"unspecified","summary":"Optimizing compiler for evaluating mathematical expressions on CPUs and GPUs."},"popularity":{"monthly_downloads":179435,"position":10171,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.1.2"}