https://github.com/ccgilroy/word-embeddings-workshop

CSS workshop on word embeddings for the social sciences, 3/19/21
https://github.com/ccgilroy/word-embeddings-workshop

Last synced: 16 days ago
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CSS workshop on word embeddings for the social sciences, 3/19/21

• Host: GitHub
• URL: https://github.com/ccgilroy/word-embeddings-workshop
• Owner: ccgilroy
• Created: 2021-03-18T01:53:23.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-03-19T17:11:05.000Z (over 3 years ago)
• Last Synced: 2024-08-01T00:57:47.981Z (3 months ago)
• Language: Jupyter Notebook
• Homepage: https://ccgilroy.github.io/word-embeddings-workshop/
• Size: 2.3 MB
• Stars: 12
• Watchers: 1
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# CSS Workshop: Word Embeddings for the Social Sciences

Author: Connor Gilroy

This 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. 

View 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).

## Setup

If 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:

```

conda env create -f environment.yml

```

The 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!). 

To open the notebook from your terminal, first activate the new environment, then run `jupyter lab`: 

```

conda activate emb-workshop

jupyter lab

```

---

(Here's the full code to create the conda environment. If creating it from the environment file works, you won't need this.)

```

conda create -n emb-workshop

conda activate emb-workshop

conda config --env --add channels conda-forge

conda config --env --set channel_priority strict

conda install python=3.8 jupyterlab gensim scikit-learn 

# optional, to use whatlies

pip install whatlies

```