Abhishek Sharma shaabhishek

PhD Student @dtak Lab, Harvard University

shaabhishek / batch_file_download.py

Created April 26, 2020 15:51

Script to download files in batch mode

	from urllib.request import urlretrieve
	from pathlib import Path
	import time
	import random

	slides_dir = Path('/blablabla/CS590M/slides')

	url = lambda n: f"https://blabla.com/slecture{n:02}h.pdf"
	fname = lambda n: slides_dir / f"slecture{n:02}h.pdf"

shaabhishek / mystyle.sty

Last active February 21, 2022 21:01

Style file for standard latex documents

	\ProvidesPackage{mystyle}

	\usepackage[utf8]{inputenc}
	\usepackage{amsmath, amssymb, bm}
	\usepackage{mathtools} % for DeclarePairedDelimiter command
	\usepackage{graphicx}
	\usepackage{subcaption} %allows drawing subfigures

	% Set page size and margins
	% Replace `letterpaper' with`a4paper' for UK/EU standard size

shaabhishek / bidirectional_rnn.py

Created March 4, 2020 19:21

Gist to verify 1. how packing and padding sequences works, and 2. how bidirectional rnns work

	#questions to answer
	# 1. Do the following sequences give the same hidden states: pad-rnn-hidden & pack-rnn-pad-hidden
	# 2. does the birnn use the (hidden states computed in the forward states) to
	# compute the (hidden states computed in the backward direction)


	import torch
	import torch.nn as nn
	import torch.nn.utils.rnn as rnnutils

shaabhishek / client_side.py

Created November 12, 2019 21:11

dense_rank use case for assigning the visit_counter to each hospital visit for each patient

	## imports and other stuff

	# Boilerplate for setting things up
	query_args = {'dbname': dbname, 'host': host, 'port': port, 'user': dbusername}
	conn = psycopg2.connect(**query_args)
	cur = conn.cursor()
	cur.execute('SET search_path to ' + schema_name)

	# Setup the query- note it is ALMOST the same as the sql file's query
	query = \

shaabhishek / environment.yml

Created November 8, 2019 19:47

Default conda environment yaml file