{"id":13426993,"url":"https://github.com/ccgilroy/word-embeddings-workshop","last_synced_at":"2025-03-15T22:31:31.095Z","repository":{"id":94143368,"uuid":"348908155","full_name":"ccgilroy/word-embeddings-workshop","owner":"ccgilroy","description":"CSS workshop on word embeddings for the social sciences, 3/19/21","archived":false,"fork":false,"pushed_at":"2021-03-19T17:11:05.000Z","size":2409,"stargazers_count":12,"open_issues_count":0,"forks_count":4,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-10-28T06:01:36.552Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"https://ccgilroy.github.io/word-embeddings-workshop/","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/ccgilroy.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":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2021-03-18T01:53:23.000Z","updated_at":"2023-05-09T01:08:28.000Z","dependencies_parsed_at":"2023-03-16T06:30:40.127Z","dependency_job_id":null,"html_url":"https://github.com/ccgilroy/word-embeddings-workshop","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ccgilroy%2Fword-embeddings-workshop","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ccgilroy%2Fword-embeddings-workshop/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ccgilroy%2Fword-embeddings-workshop/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ccgilroy%2Fword-embeddings-workshop/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ccgilroy","download_url":"https://codeload.github.com/ccgilroy/word-embeddings-workshop/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243801600,"owners_count":20350105,"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":[],"created_at":"2024-07-31T00:01:50.376Z","updated_at":"2025-03-15T22:31:26.078Z","avatar_url":"https://github.com/ccgilroy.png","language":"Jupyter Notebook","funding_links":[],"categories":["Jupyter Notebook"],"sub_categories":[],"readme":"# CSS Workshop: Word Embeddings for the Social Sciences\n\nAuthor: Connor Gilroy\n\nThis repository contains the materials for a 1-hour work embeddings workshop to be held on 3/19/21, organized by the Computational Social Science reading group at TechnoSoc. Follow the instructions below to run the notebook, word-embeddings-workshop.ipynb. \n\nView a static web version of the workshop tutorial at https://ccgilroy.github.io/word-embeddings-workshop/. Introductory slides are [here](https://docs.google.com/presentation/d/1V4SaADerFMph9wB7pES76vYUWhIzvQ_LMpSyAIB6f_o/edit?usp=sharing).\n\n## Setup\n\nIf you use [conda](https://docs.conda.io/en/latest/) to manage your Python environments, you can install the key packages you need for this work shop by running this command in your terminal:\n\n```\nconda env create -f environment.yml\n```\n\nThe whatlies package isn't available through conda. For the optional part of the workshop that uses whatlies, install it with `pip install whatlies` (after activating the conda environment!). \n\nTo open the notebook from your terminal, first activate the new environment, then run `jupyter lab`: \n\n```\nconda activate emb-workshop\njupyter lab\n```\n\n---\n\n(Here's the full code to create the conda environment. If creating it from the environment file works, you won't need this.)\n\n```\nconda create -n emb-workshop\nconda activate emb-workshop\nconda config --env --add channels conda-forge\nconda config --env --set channel_priority strict\nconda install python=3.8 jupyterlab gensim scikit-learn \n# optional, to use whatlies\npip install whatlies\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fccgilroy%2Fword-embeddings-workshop","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fccgilroy%2Fword-embeddings-workshop","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fccgilroy%2Fword-embeddings-workshop/lists"}