Kamran Janjua kjanjua26

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Learning

AI Researcher @ Huawei, working in AI/DL Optimization, and RL.

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kjanjua26 / page.html

Created July 22, 2018 01:24

	<!doctype html>
	<!--[if lt IE 7]><html class="no-js lt-ie9 lt-ie8 lt-ie7" lang="en"> <![endif]-->
	<!--[if (IE 7)&!(IEMobile)]><html class="no-js lt-ie9 lt-ie8" lang="en"><![endif]-->
	<!--[if (IE 8)&!(IEMobile)]><html class="no-js lt-ie9" lang="en"><![endif]-->
	<!--[if gt IE 8]><!--> <html class="no-js" lang="en"><!--<![endif]-->
	<head>
	{% include _head.html %}
	</head>

	<body class="home">

kjanjua26 / lstm_cnn.py

Created August 23, 2017 20:54

	import common
	import tensorflow as tf
	from tensorflow.python.ops import rnn_cell
	from tensorflow.python.ops.rnn import bidirectional_rnn
	import time
	import matplotlib.pyplot as plt
	import numpy as np
	sequence_length = tf.placeholder(tf.int32, [None])
	conv_concat = []
	max_pool_size = 4

kjanjua26 / lstmcnn.py

Created August 23, 2017 09:48

	import common
	import tensorflow as tf
	from tensorflow.python.ops import rnn_cell
	from tensorflow.python.ops.rnn import bidirectional_rnn
	import time

	# Utility functions
	def weight_variable(shape):
	initial = tf.truncated_normal(shape, stddev=0.4)
	return tf.Variable(initial)

kjanjua26 / imageocr.py

Created August 8, 2017 10:50

	#Handling the imports
	import sklearn
	from sklearn.model_selection import train_test_split
	import pandas
	import seaborn as sb
	import matplotlib as plt
	import numpy as np
	from sklearn.preprocessing import StandardScaler
	import cv2
	from PIL import Image

kjanjua26 / kml.py

Created September 22, 2016 11:48

This program takes data of longtitude and latitude from the csv file and plots the points on google earth.

	#This program takes data of longtitude and latitude from the csv file and plots the points on google earth.

	import simplekml #the library used to map longitudes and latitudes on google earth
	import pandas #used to read spreadsheet data
	import tkinter #the library used to generate gui stuff in python
	from tkinter.filedialog import askopenfilename

	def browse():
	global infile #used so that only infile information is fetched instead of executing it directly.
	infile = askopenfilename()

kjanjua26 / Python_GUI.py

Last active August 30, 2016 21:11

A simple python program to create a gui box which has a widget to get your name displayed, change the background color of the box and also an area where you can input random stuff.

	import tkinter as tk
	from tkinter import ttk
	from tkinter import scrolledtext
	from tkinter import Menu

	root = tk.Tk()

	def _quit():
	root.quit()
	root.destroy()

kjanjua26 / health_potion.py

Created August 30, 2016 01:10

A simple game which takes a random number from the random module and adds it to the health of the player and if the difficulty level is increased the lesser the health player gets.

	import random
	import tkinter
	from tkinter import messagebox


	health = 50
	difficulty = input("Please input difficulty level: ")
	difficulty = int(difficulty)
	health_potion = random.randint(25, 50)
	health = health + health_potion