{"id":15725964,"url":"https://github.com/altanai/mlds","last_synced_at":"2026-04-18T15:37:29.054Z","repository":{"id":138585169,"uuid":"281178977","full_name":"altanai/MLDS","owner":"altanai","description":"workspace for experimentation with DS and ML ","archived":false,"fork":false,"pushed_at":"2021-08-16T19:55:36.000Z","size":9315,"stargazers_count":1,"open_issues_count":1,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-07-01T22:42:43.840Z","etag":null,"topics":["anaconda","classification","datascience","python","tensorflow"],"latest_commit_sha":null,"homepage":"https://lab.github.com/everydeveloper/introduction-to-tensorflow","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/altanai.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":"SupportVectorMachines.ipynb","governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2020-07-20T17:09:51.000Z","updated_at":"2021-08-16T19:55:39.000Z","dependencies_parsed_at":"2023-04-15T11:56:28.846Z","dependency_job_id":null,"html_url":"https://github.com/altanai/MLDS","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/altanai/MLDS","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/altanai%2FMLDS","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/altanai%2FMLDS/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/altanai%2FMLDS/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/altanai%2FMLDS/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/altanai","download_url":"https://codeload.github.com/altanai/MLDS/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/altanai%2FMLDS/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31974946,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-18T00:39:45.007Z","status":"online","status_checked_at":"2026-04-18T02:00:07.018Z","response_time":103,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["anaconda","classification","datascience","python","tensorflow"],"created_at":"2024-10-03T22:25:16.256Z","updated_at":"2026-04-18T15:37:29.024Z","avatar_url":"https://github.com/altanai.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# DataScience\n\n## Scikit \n\nScikit-learn is an open source machine learning library that supports supervised and unsupervised learning. It also provides various tools for model fitting, data preprocessing, model selection and evaluation, and many other utilities.\n\n    python3 -m pip show scikit-learn\n\nImport learn packages\n\n    python3 -c \"import sklearn; sklearn.show_versions()\"\n\n    System:\n        python: 3.6.9 (default, Jan 26 2021, 15:33:00)  [GCC 8.4.0]\n    executable: /usr/bin/python3\n      machine: Linux-4.15.0-136-generic-x86_64-with-Ubuntu-18.04-bionic\n\n    Python dependencies:\n              pip: 21.1.1\n      setuptools: 56.1.0\n          sklearn: 0.24.2\n            numpy: 1.19.2\n            scipy: 1.5.2\n          Cython: None\n          pandas: 1.0.5\n      matplotlib: 3.3.1\n          joblib: 0.16.0\n    threadpoolctl: 2.1.0\n\n    Built with OpenMP: True\n\n  \n\n## Anaconda \ninstalling anaconda\n\n  conda inatall anaconda-client\n\n    ➜  anaconda3 sudo bin/conda install anaconda-client\n    Collecting package metadata (current_repodata.json): done\n    Solving environment: done\n\n    environment location: /home/altanai/anaconda3\n    added / updated specs:\n      - anaconda-client\n\n      package                    |            build\n      ---------------------------|-----------------\n      conda-4.8.3                |           py37_0         2.8 MB\n      ------------------------------------------------------------\n                                              Total:         2.8 MB\n\n  install anaconda-navigator\n\n    ➜  anaconda3 sudo bin/conda install anaconda-navigator\n    Collecting package metadata (current_repodata.json): done\n    Solving environment: done\n\n    environment location: /home/altanai/anaconda3\n\n    added / updated specs:\n      - anaconda-navigator\n\n      package                    |            build\n      ---------------------------|-----------------\n      anaconda-navigator-1.9.12  |           py37_1         4.4 MB\n      ------------------------------------------------------------\n                                            Total:         4.4 MB\n\n## create Virtual Env \n\n    conda create --name \u003cname\u003e python=3.5\n  \nor with pandas \n\n    conda create --name \u003cname\u003e python=3.5 panda\n\nor with anaconda lib\n    \n    conda create --name \u003cname\u003e python=3.5 anaconda\n\n    ➜  MLDS git:(master) ~/anaconda3/bin/conda create --name snowflakes biopython\n    Collecting package metadata (current_repodata.json): done\n    Solving environment: done\n\n    environment location: /home/altanai/anaconda3/envs/snowflakes\n\n    added / updated specs:\n      - biopython\n\n    package                    |            build\n    ---------------------------|-----------------\n    biopython-1.77             |   py38h7b6447c_0         2.1 MB\n    ca-certificates-2020.6.24  |                0         125 KB\n    certifi-2020.6.20          |           py38_0         156 KB\n    intel-openmp-2020.1        |              217         780 KB\n    libedit-3.1.20191231       |       h14c3975_1         116 KB\n    libffi-3.3                 |       he6710b0_2          50 KB\n    mkl-2020.1                 |              217       129.0 MB\n    mkl-service-2.3.0          |   py38he904b0f_0          62 KB\n    mkl_fft-1.1.0              |   py38h23d657b_0         150 KB\n    mkl_random-1.1.1           |   py38h0573a6f_0         341 KB\n    ncurses-6.2                |       he6710b0_1         817 KB\n    numpy-1.18.5               |   py38ha1c710e_0           5 KB\n    numpy-base-1.18.5          |   py38hde5b4d6_0         4.1 MB\n    openssl-1.1.1g             |       h7b6447c_0         2.5 MB\n    pip-20.1.1                 |           py38_1         1.7 MB\n    python-3.8.3               |       hcff3b4d_2        49.1 MB\n    readline-8.0               |       h7b6447c_0         356 KB\n    setuptools-49.2.0          |           py38_0         737 KB\n    six-1.15.0                 |             py_0          13 KB\n    sqlite-3.32.3              |       h62c20be_0         1.1 MB\n    tk-8.6.10                  |       hbc83047_0         3.0 MB\n    wheel-0.34.2               |           py38_0          51 KB\n    xz-5.2.5                   |       h7b6447c_0         341 KB\n    ------------------------------------------------------------\n                                           Total:       196.7 MB\n\nsee all env \n\n    ➜  MLDS git:(master) ~/anaconda3/bin/conda info --envs        \n    # conda environments:\n    #\n    base                  *  /home/altanai/anaconda3\n    snowflakes               /home/altanai/anaconda3/envs/snowflakes\n\nProcced to activate or deactivate \n\n\n**References**  : \n- https://docs.anaconda.com/anaconda-cloud/user-guide/getting-started/#finding-downloading-and-installing-packages\n- https://scikit-learn.org/stable/install.html#installation-instructions \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faltanai%2Fmlds","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faltanai%2Fmlds","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faltanai%2Fmlds/lists"}