4th Session- Artificial Intelligence C
- Due Apr 25, 2021 at 8:59pm
- Points 10
- Questions 3
- Time Limit None
Instructions
Experiment C
In this lab we will be analyzing the visualization of words in high dimensional space. This machine learning approach embeds words from text Links to an external site. into vectors (Word2Vec Links to an external site.). We use an open-sourced solution on TensorFlow Links to an external site., from the Google Brain Team.
Please visit this link: https://experiments.withgoogle.com/ai/visualizing-high-dimensional-space Links to an external site. . You can also access the video through the following YouTube link:
By the way: you can also do this trick with other data than words. Check this out for example: https://experiments.withgoogle.com/drum-machine Links to an external site.You can play with it here: https://experiments.withgoogle.com/ai/drum-machine/view Links to an external site.
Once you get an idea what these vector spaces are about:
- Go to http://projector.tensorflow.org Links to an external site.
- Press >>Launch Experiment<<
- Make sure all the default settings are as displayed as the photo below
- move your mouse over the collection of datapoints. You can also move the 3D space by holding the mouse buttons.
- Get ready for the first question: