martinsotir
/ embedding_viz_tf_projector.py
Created
February 5, 2018 03:49
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| """ | |
| Utility script to visualize embeddings using the tensorboard projector module. | |
| Usage | |
| ----- | |
| Dependencies : numpy, pillow, pandas, tensorflow | |
| Call `prepare_projection(embedding, metadata, image_paths, ...)`, where : | |
| - `embedding` is a 2D numpy array (`n_sample` x `dim_embedding`) |
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| Mapnik supports the PROJ.4 WKT for projections and buried deep in the doc's is one called | |
| 'Two Point Equidistant'. You provide the left and right points and the map is rotated | |
| such that these two points are horizontal in the output. | |
| This allows you to rotate the map to any angle (including south up!!) and the text is | |
| rendered correctly! You don't have to change the projections of your input vectors. | |
| Simply tweak the mapnik generate_image.py script like this: | |
| Change: |
davej
/ delete_all_tweets.py
Last active
August 12, 2024 16:20
This script will delete all of the tweets in a specified account.
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| # -*- coding: utf-8 -*- | |
| """ | |
| This script will delete all of the tweets in the specified account. | |
| You may need to hit the "more" button on the bottom of your twitter profile | |
| page every now and then as the script runs, this is due to a bug in twitter. | |
| You will need to get a consumer key and consumer secret token to use this | |
| script, you can do so by registering a twitter application at https://dev.twitter.com/apps | |
| @requirements: Python 2.5+, Tweepy (http://pypi.python.org/pypi/tweepy/1.7.1) |