Jay Vala jdvala

I do science stuff with data.

jdvala / stateful_lstm_embedding.py

Created February 1, 2019 16:01 — forked from stefanthaler/stateful_lstm_embedding.py

Simple example for a stateful keras LSTM with embedding.

	"""
	Learning Task:
	Given a sequence, predict a label based on the first value of the sequence

	Explanation of stateful LSTM and setup:
	http://philipperemy.github.io/keras-stateful-lstm/

	Exmple:
	given a sequence [1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], predict 1
	given a sequence [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], predict 0

jdvala / test_mock.py

Created June 12, 2020 09:39 — forked from tomschr/test_mock.py

Example of mocking os.path.isfile

	#!/usr/bin/env python3
	#
	# Use py.test:
	# $ py.test test_mock.py

	from unittest.mock import patch
	import os.path


	def my_isfile(filename):

jdvala / jq_jsonl_conversion.md

Created September 29, 2020 11:14 — forked from sloanlance/jq_jsonl_conversion.md

jq: JSONL ↔︎ JSON conversion

jq -c '.[]' input.json > output.jsonl

jdvala / .vimrc

Created April 23, 2021 11:32 — forked from simonista/.vimrc

A basic .vimrc file that will serve as a good template on which to build.

	" Don't try to be vi compatible
	set nocompatible

	" Helps force plugins to load correctly when it is turned back on below
	filetype off

	" TODO: Load plugins here (pathogen or vundle)

	" Turn on syntax highlighting
	syntax on

jq: JSONL ↔︎ JSON conversion