91 commits

This Branch

This Branch

All Branches

Author	SHA1	Message	Date
Anthony Wang	f2d33b51b1	Delete old test.py code	2022-02-21 15:50:38 -06:00
Anthony Wang	2f05004e4a	Get predictions to actually work	2022-02-21 15:49:39 -06:00
Anthony Wang	13c502ef53	Ignore URLs by ignoring strings with .	2022-02-21 15:49:29 -06:00
Anthony Wang	176f6f306b	Note that only Mastodon and Postgres is currently supported	2022-02-21 15:37:58 -06:00
Anthony Wang	dc6c6e5aa6	Reformat parser so it looks nicer	2022-02-21 15:35:55 -06:00
Anthony Wang	b991260f59	Reformat using autopep8	2022-02-21 15:33:17 -06:00
Anthony Wang	5023e6a4e3	Remove old.py	2022-02-21 15:32:02 -06:00
Anthony Wang	a3d0f4911d	Specify types for train.py args	2022-02-21 15:31:42 -06:00
Anthony Wang	e7a178e2ca	Add args for model parameters	2022-02-21 15:25:57 -06:00
Anthony Wang	7627f2cf13	Create a prediction function	2022-02-21 15:20:09 -06:00
Anthony Wang	8b86ce3f65	More cleanup	2022-02-21 15:20:00 -06:00
Anthony Wang	423c1d8304	Cleanup and reformat with autopep8	2022-02-21 15:03:28 -06:00
Anthony Wang	9e84768780	Fix imports	2022-02-21 14:57:40 -06:00
Anthony Wang	86a8473915	Don't make bot.py executable	2022-02-21 14:55:36 -06:00
Anthony Wang	3c234a0376	Copy old code to new train.py file	2022-02-21 14:55:18 -06:00
Anthony Wang	6e354215c1	Use the dataset class to initialize model parameters	2022-02-21 14:54:57 -06:00
Anthony Wang	8f5bcc04d2	Create a dataset class	2022-02-21 14:54:40 -06:00
Anthony Wang	3a92cf87c8	Increase batch size	2022-02-21 14:30:32 -06:00
Anthony Wang	cf65f49478	Move old code to old.py	2022-02-21 14:30:16 -06:00
Anthony Wang	f0643a4461	Reformat data.py	2022-02-21 14:29:48 -06:00
Anthony Wang	ff086a4dda	Update README instructions with new data.py flags	2022-02-21 14:29:28 -06:00
Anthony Wang	441cae5c2c	Add new multilayer model	2022-02-21 13:02:37 -06:00
Anthony Wang	bcb2b5e455	Style updates to data.py	2022-02-21 12:55:27 -06:00
Anthony Wang	01462b7073	Clean up data.py script for generating training data	2022-02-21 12:54:35 -06:00
Anthony Wang	198b2af9c7	Add usage instructions	2022-02-21 12:39:37 -06:00
Anthony Wang	1caa9d87fb	Add some example bot code	2022-02-21 12:30:20 -06:00
Anthony Wang	53ac14e51b	Add an alternative LSTM implementation	2022-02-21 11:56:01 -06:00
Anthony Wang	8ee340c406	Create a db extraction script	2022-02-21 11:55:50 -06:00
Anthony Wang	b228b4a672	Remove empty strings and increase LSTM size	2022-02-21 11:55:36 -06:00
Anthony Wang	cd27bb6c31	Add some helpful ML links	2022-02-20 22:54:03 -06:00
Anthony Wang	d651b148b5	Attempt to train model overnight	2022-02-20 22:51:42 -06:00
Anthony Wang	f86370ab45	Increase sequence length	2022-02-20 22:47:38 -06:00
Anthony Wang	39049ee119	Clean up data by removing URLs and special characters and convert to lowercase	2022-02-20 22:23:02 -06:00
Anthony Wang	a49dc010ed	Clean up and organize code better	2022-02-20 22:12:17 -06:00
Anthony Wang	2a0afe7c7a	Run autopep8 on the code	2022-02-20 21:57:55 -06:00
Anthony Wang	c2b37cc738	Finish copying code from that blog post	2022-02-20 21:48:29 -06:00
Anthony Wang	bae535c846	Copy a basic LSTM network	2022-02-20 20:16:20 -06:00
Anthony Wang	57697f3cb7	Add some comments so I don't forget what I'm doing	2022-02-20 19:54:07 -06:00
Anthony Wang	7eec3c921b	Use regex to remove HTML brackets	2022-02-20 19:47:21 -06:00
Anthony Wang	276da12a73	Fetch all messages using psycopg2 from the Mastodon database	2022-02-20 19:34:17 -06:00
Anthony Wang	f47e1ef573	Initial commit	2022-02-20 18:58:25 -06:00