Skip to main content

Posts

Simple Tensorflow example on iris dataset

This one trains the DNN on iris and also create confusion matrix. Comments will help you know what is happening.

===

#imports

from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import tensorflow as tf
import numpy as np
import pandas as pd
from sklearn.model_selection import train_test_split

# Load data

# Download it from here : https://archive.ics.uci.edu/ml/datasets/iris. Ensure that the categories are #labeled as Iris-setosa, Iris-virginica, Iris-versicolor and their column name as Species.
iris = pd.read_csv("irisdata.csv")

# explore what is loaded
#print(iris.shape)
#print(iris.head)

# Convert the data type of columns to float32 type

#print(iris.dtypes)

#print(iris.iloc[:,0:4])
iris.iloc[:,0:4] = iris.iloc[:,0:4].astype(np.float32)

#print(iris.dtypes)


# encode the classes to numeric values
iris["Species"] = iris["Species"].map({"Iris-setosa":0,"Iris-virginica":1,"Iris…
Post a Comment
Read more
Recent posts

छान पाऊस यावा

छान पाऊस यावा आणि तू भिजलेल्या केसांनी माझ्या समोर उभी रहाविस तशीच त्या दिवसासारखी.
हिरवी ओली पानं आणि ओघळणारे पाणी. अगदी तशीच सुंदर होतीस तू. तू पुन्हा तसंच समोर यांवस म्हणून पाऊस पडावा लवकर या जून मध्ये.
Post a Comment
Read more

NLP Summer School at Hyderabad

9th Advanced NLP Summer School 2018
at
IIIT Hyderabad, India

25th June - 07 July 2018

(Pre-Summer School 22nd-24th June 2018)


The ninth IIIT-H Advanced Summer School on NLP (IASNLP-2018) will be held
at IIIT Hyderabad from 25 June - 07 July 2018. It will be a two-week school
on Natural Language Processing with lectures and project guidance by
internationally renowned researchers in the area. The summer school would
be project oriented, where each of the participants will choose a project
from a list in advance.


During the summer school the participants will work, under the supervision
of experts in the respective area, to come up with substantial advancement
in their chosen project. Participants will get to present their project at
the end of the school.


Interested candidates may apply through ONLINE PORTAL from 27 April 2018 to
30th May 2018.


http://ltrc.iiit.ac.in/iasnlp2018/


Confirmation to selected candidates will be sent by 5th June 2018.


PROJECTS AREAS:


    * Machine Translation
    * Parsing
    * D…
Post a Comment
Read more

Data Science Jobs

I keep on getting requirements for interns/candidate for jobs in the areas of NLP, Machine Learning, AI, Data Science from companies (actually friends working there, most of them lead these teams).

Mostly such requirements that come to me, need candidates with strong technical skills in these areas and they prefer to recruit fresh/brialliant/0-1 year exprnc candidates. There are some with more than that experience requirements also.

I don't do it for any commercial purpose and my intentions are to just help my friends and people looking for jobs in these areas.

If you are interested in any of these openings below, please post brief about you https://goo.gl/forms/Ltgkc2bxhpQMpYlC2 and also mention the serial no of requirement. If your profile is suitable I will connect you to my friends. Otherwise, keep learning. I may not able to reply to all the queries, but I will surely refer genuine candidates.


Serial No. 1
NLP intern at a Startup. Pune. Not paid. Chatbots, conversational age…
Post a Comment
Read more

दुर्मिळ मराठी पुस्तके - कथा - कादंबऱ्या - इतिहास - शब्दकोश फ्री डाऊनलोड

downloa DOWNLOAD Book you want. डाउनलोड करण्यासाठी क्लीक करा. मोबाईलवरही वाचता येईल. 15.3M 11 satara raja's_cropped.pdf download 44.4M 1857 che swatantrya samar_cropped.pdfdownload 151.8M 1857 shipai gardi_cropped download 42.4M 1857 swatantra ladha_cropped download 49.2M A,3,166_cropped.pdf download 45.2M Aadivaryachi shri mahakali_cropped download 137.9M Aasetu himachal_cropped download 77.2M Aatma sanshodhan_cropped
Post a Comment
Read more