{"id":14958357,"url":"https://github.com/ashishpatel26/datascienv","last_synced_at":"2025-10-24T14:31:53.572Z","repository":{"id":62566725,"uuid":"420598047","full_name":"ashishpatel26/datascienv","owner":"ashishpatel26","description":"datascienv is package that helps you to setup your environment in single line of code with all dependency and it is also include pyforest that provide single line of import all required ml libraries","archived":false,"fork":false,"pushed_at":"2021-11-01T11:29:36.000Z","size":235,"stargazers_count":58,"open_issues_count":2,"forks_count":12,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-01-31T02:21:25.932Z","etag":null,"topics":["catboost","data-science","data-science-env","datascienv","imbalanced-data","lightgbm","matplotlib","numpy","pandas","pycaret","scikit-learn","seaborn","tensorflow2","xgboost"],"latest_commit_sha":null,"homepage":"https://pypi.org/project/datascienv/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ashishpatel26.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2021-10-24T05:43:15.000Z","updated_at":"2024-06-20T12:57:35.000Z","dependencies_parsed_at":"2022-11-03T17:47:47.289Z","dependency_job_id":null,"html_url":"https://github.com/ashishpatel26/datascienv","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ashishpatel26%2Fdatascienv","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ashishpatel26%2Fdatascienv/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ashishpatel26%2Fdatascienv/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ashishpatel26%2Fdatascienv/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ashishpatel26","download_url":"https://codeload.github.com/ashishpatel26/datascienv/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":237990569,"owners_count":19398452,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["catboost","data-science","data-science-env","datascienv","imbalanced-data","lightgbm","matplotlib","numpy","pandas","pycaret","scikit-learn","seaborn","tensorflow2","xgboost"],"created_at":"2024-09-24T13:16:49.886Z","updated_at":"2025-10-24T14:31:48.531Z","avatar_url":"https://github.com/ashishpatel26.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Data Science Environment Setup in single line\n\n#  [![PyPI version](https://badge.fury.io/py/datascienv.svg)](https://badge.fury.io/py/datascienv) [![GitHub version](https://badge.fury.io/gh/ashishpatel26%2Fdatascienv.svg)](https://badge.fury.io/gh/ashishpatel26%2Fdatascienv) [![PyPI license](https://img.shields.io/pypi/l/ansicolortags.svg)](https://pypi.python.org/pypi/ansicolortags/) [![forthebadge made-with-python](http://ForTheBadge.com/images/badges/made-with-python.svg)](https://www.python.org/) \n\nThis package helps to setup your Data Science environment in single line.\n\nDeveloped by Ashish Patel(c) 2020.\n\n## datascienv\n\ndatascienv is a python package offering a single line Data Science Environment setup. \n\n\n### Installation\n\n---\n\n#### Dependencies\n\n`datascienv` is tested to work under Python 3.7+ and greater. The dependency requirements are based on the `datascienv` package update release:\n\n- `pandas`(latest) - https://pandas.pydata.org/\n- `numpy`(latest) - https://numpy.org/install/\n- `scipy`(latest) - https://www.scipy.org/\n- `scikit-learn`(latest) - https://scikit-learn.org/\n- `joblib`(latest) - https://joblib.readthedocs.io/en/latest/\n- `statmodels`(latest) - https://www.statsmodels.org/stable/index.html\n- `matplotlib`(latest) - https://matplotlib.org/\n- `seaborn`(latest) - https://seaborn.pydata.org/\n- `xgboost`(latest) - https://xgboost.ai/sponsors\n- `imbalanced-learn`(latest) - https://imbalanced-learn.org/\n- `bokeh`(latest) - https://docs.bokeh.org/en/latest/\n- `Boruta`(latest) - https://github.com/scikit-learn-contrib/boruta_py\n- `jupyter`(latest) - https://jupyter.org/\n- `spyder`(latest) - https://www.spyder-ide.org/\n- `mlxtend`(latest) - http://rasbt.github.io/mlxtend/\n- `lightgbm`(lightgbm) - https://lightgbm.readthedocs.io/en/latest/\n- `catboost`(latest) - https://catboost.ai/\n- `pycaret`(latest) - https://pycaret.org/\n- `tensorflow(latest)` - https://www.tensorflow.org/tutorials\n- `flask(latest)` - https://flask.palletsprojects.com/en/2.0.x/\n- `fastapi(latest)` - https://fastapi.tiangolo.com/tutorial/\n- `kats(latest)` - https://facebookresearch.github.io/Kats/\n- `keras(latest)` - https://keras.io/examples/\n\n\n#### Installation\n\n* datascience is currently available on the PyPi's repository and you can install it via pip:\n\n```bash\npip install -U datascienv\n```\n\n* If you prefer, you can clone it and run the setup.py file. Use the following commands to get a copy from GitHub and install all dependencies:\n\n```bash\ngit clone https://github.com/ashishpatel26/datascienv.git\ncd datascienv\npip install .\n```\n\n* Or install using pip and GitHub:\n\n```bash\npip install -U git+https://github.com/ashishpatel26/datascienv.git\n```\n\n* **Warnings:** If you find this type of warning then ignore that warning.\n\n![](https://raw.githubusercontent.com/ashishpatel26/datascienv/main/img/warning.jpg)\n\n---\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fashishpatel26%2Fdatascienv","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fashishpatel26%2Fdatascienv","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fashishpatel26%2Fdatascienv/lists"}