From 955d2a062b340dd41ab7daf377d240425660761e Mon Sep 17 00:00:00 2001 From: Navan Chauhan Date: Sat, 18 Jan 2020 22:25:34 +0530 Subject: Publish deploy 2020-01-18 22:25 --- about/index.html | 2 +- assets/gciTales/01-teachableMachines/01-collect 2.png | Bin 3148125 -> 0 bytes assets/gciTales/01-teachableMachines/01-collect 3.png | Bin 3148125 -> 0 bytes assets/gciTales/01-teachableMachines/02-train 2.png | Bin 1673773 -> 0 bytes assets/gciTales/01-teachableMachines/02-train 3.png | Bin 1673773 -> 0 bytes assets/gciTales/01-teachableMachines/03-label 2.png | Bin 134577 -> 0 bytes assets/gciTales/01-teachableMachines/03-label 3.png | Bin 134577 -> 0 bytes assets/gciTales/01-teachableMachines/07-eg 2.png | Bin 787109 -> 0 bytes assets/gciTales/01-teachableMachines/07-eg 3.png | Bin 787109 -> 0 bytes assets/gciTales/01-teachableMachines/08-eg 2.png | Bin 832865 -> 0 bytes assets/gciTales/01-teachableMachines/08-eg 3.png | Bin 832865 -> 0 bytes assets/gciTales/03-regression/1 2.png | Bin 39478 -> 0 bytes assets/gciTales/03-regression/1 3.png | Bin 39478 -> 0 bytes assets/gciTales/03-regression/2 2.png | Bin 67134 -> 0 bytes assets/gciTales/03-regression/2 3.png | Bin 67134 -> 0 bytes assets/gciTales/03-regression/3 2.png | Bin 59514 -> 0 bytes assets/gciTales/03-regression/3 3.png | Bin 59514 -> 0 bytes "assets/r\303\251sum\303\251 2.pdf" | Bin 90006 -> 0 bytes images/logo 2.png | Bin 498 -> 0 bytes index.html | 2 +- .../2019-12-08-Image-Classifier-Tensorflow/index.html | 2 +- posts/2019-12-08-Splitting-Zips/index.html | 2 +- .../2019-12-10-TensorFlow-Model-Prediction/index.html | 2 +- .../index.html | 2 +- posts/2019-12-22-Fake-News-Detector/index.html | 2 +- .../index.html | 2 +- posts/hello-world/index.html | 2 +- posts/index.html | 2 +- .../index.html | 2 +- publications/index.html | 2 +- sitemap.xml | 2 +- tags/article/index.html | 2 +- tags/codesnippet/index.html | 2 +- tags/colab/index.html | 2 +- tags/helloworld/index.html | 2 +- tags/index.html | 2 +- tags/publication/index.html | 2 +- tags/swiftui/index.html | 2 +- tags/tensorflow/index.html | 2 +- tags/turicreate/index.html | 2 +- tags/tutorial/index.html | 2 +- tutorials/index/index.html | 2 +- 42 files changed, 24 insertions(+), 24 deletions(-) delete mode 100644 assets/gciTales/01-teachableMachines/01-collect 2.png delete mode 100644 assets/gciTales/01-teachableMachines/01-collect 3.png delete mode 100644 assets/gciTales/01-teachableMachines/02-train 2.png delete mode 100644 assets/gciTales/01-teachableMachines/02-train 3.png delete mode 100644 assets/gciTales/01-teachableMachines/03-label 2.png delete mode 100644 assets/gciTales/01-teachableMachines/03-label 3.png delete mode 100644 assets/gciTales/01-teachableMachines/07-eg 2.png delete mode 100644 assets/gciTales/01-teachableMachines/07-eg 3.png delete mode 100644 assets/gciTales/01-teachableMachines/08-eg 2.png delete mode 100644 assets/gciTales/01-teachableMachines/08-eg 3.png delete mode 100644 assets/gciTales/03-regression/1 2.png delete mode 100644 assets/gciTales/03-regression/1 3.png delete mode 100644 assets/gciTales/03-regression/2 2.png delete mode 100644 assets/gciTales/03-regression/2 3.png delete mode 100644 assets/gciTales/03-regression/3 2.png delete mode 100644 assets/gciTales/03-regression/3 3.png delete mode 100644 "assets/r\303\251sum\303\251 2.pdf" delete mode 100644 images/logo 2.png diff --git a/about/index.html b/about/index.html index 93c93b7..847797a 100644 --- a/about/index.html +++ b/about/index.html @@ -1 +1 @@ -About Me | Navan Chauhan
Navan Chauhan

About Me

Hi! My name is Navan Chauhan. Résumé

What do I like?

\ No newline at end of file +About Me | Navan Chauhan
Navan Chauhan

About Me

Hi! My name is Navan Chauhan. Résumé

What do I like?

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Navan Chauhan

Hi!

Welcome to my personal fragment of the internet.

Latest content

\ No newline at end of file +Hi! | Navan Chauhan
Navan Chauhan

Hi!

Welcome to my personal fragment of the internet.

Latest content

\ No newline at end of file diff --git a/posts/2019-12-08-Image-Classifier-Tensorflow/index.html b/posts/2019-12-08-Image-Classifier-Tensorflow/index.html index fd0e4a0..f7d234f 100644 --- a/posts/2019-12-08-Image-Classifier-Tensorflow/index.html +++ b/posts/2019-12-08-Image-Classifier-Tensorflow/index.html @@ -1,4 +1,4 @@ -Creating a Custom Image Classifier using Tensorflow 2.x and Keras for Detecting Malaria | Navan Chauhan
Navan Chauhan
🕑 4 minute read.

Creating a Custom Image Classifier using Tensorflow 2.x and Keras for Detecting Malaria

Done during Google Code-In. Org: Tensorflow.

Imports

%tensorflow_version 2.x #This is for telling Colab that you want to use TF 2.0, ignore if running on local machine
+Creating a Custom Image Classifier using Tensorflow 2.x and Keras for Detecting Malaria | Navan Chauhan
Navan Chauhan
🕑 4 minute read.
Creating a Custom Image Classifier using Tensorflow 2.x and Keras for Detecting Malaria
Done during Google Code-In. Org: Tensorflow.
Imports
%tensorflow_version 2.x #This is for telling Colab that you want to use TF 2.0, ignore if running on local machine
 
 from PIL import Image # We use the PIL Library to resize images
 import numpy as np
diff --git a/posts/2019-12-08-Splitting-Zips/index.html b/posts/2019-12-08-Splitting-Zips/index.html
index b3f2fca..205db0a 100644
--- a/posts/2019-12-08-Splitting-Zips/index.html
+++ b/posts/2019-12-08-Splitting-Zips/index.html
@@ -1,4 +1,4 @@
-Splitting ZIPs into Multiple Parts | Navan Chauhan
Navan Chauhan
🕑 0 minute read.
Splitting ZIPs into Multiple Parts
Tested on macOS
Creating the archive:
zip -r -s 5 oodlesofnoodles.zip website/
+Splitting ZIPs into Multiple Parts | Navan Chauhan
Navan Chauhan
🕑 0 minute read.
Splitting ZIPs into Multiple Parts
Tested on macOS
Creating the archive:
zip -r -s 5 oodlesofnoodles.zip website/
 

 
 
5 stands for each split files' size (in mb, kb and gb can also be specified)
For encrypting the zip:
zip -er -s 5 oodlesofnoodles.zip website
diff --git a/posts/2019-12-10-TensorFlow-Model-Prediction/index.html b/posts/2019-12-10-TensorFlow-Model-Prediction/index.html
index 343bfb0..4b146e8 100644
--- a/posts/2019-12-10-TensorFlow-Model-Prediction/index.html
+++ b/posts/2019-12-10-TensorFlow-Model-Prediction/index.html
@@ -1,4 +1,4 @@
-Making Predictions using Image Classifier (TensorFlow) | Navan Chauhan
Navan Chauhan
🕑 1 minute read.
Making Predictions using Image Classifier (TensorFlow)
This was tested on TF 2.x and works as of 2019-12-10
If you want to understand how to make your own custom image classifier, please refer to my previous post.
If you followed my last post, then you created a model which took an image of dimensions 50x50 as an input.
First we import the following if we have not imported these before
import cv2
+Making Predictions using Image Classifier (TensorFlow) | Navan Chauhan
Navan Chauhan
🕑 1 minute read.
Making Predictions using Image Classifier (TensorFlow)
This was tested on TF 2.x and works as of 2019-12-10
If you want to understand how to make your own custom image classifier, please refer to my previous post.
If you followed my last post, then you created a model which took an image of dimensions 50x50 as an input.
First we import the following if we have not imported these before
import cv2
 import os
 

 
diff --git a/posts/2019-12-16-TensorFlow-Polynomial-Regression/index.html b/posts/2019-12-16-TensorFlow-Polynomial-Regression/index.html
index f42d4a2..06e7974 100644
--- a/posts/2019-12-16-TensorFlow-Polynomial-Regression/index.html
+++ b/posts/2019-12-16-TensorFlow-Polynomial-Regression/index.html
@@ -1,4 +1,4 @@
-Polynomial Regression Using TensorFlow | Navan Chauhan
Navan Chauhan
🕑 16 minute read.
Polynomial Regression Using TensorFlow
In this tutorial you will learn about polynomial regression and how you can implement it in Tensorflow.
In this, we will be performing polynomial regression using 5 types of equations -
  • Linear
  • Quadratic
  • Cubic
  • Quartic
  • Quintic
Regression
What is Regression?
Regression is a statistical measurement that is used to try to determine the relationship between a dependent variable (often denoted by Y), and series of varying variables (called independent variables, often denoted by X ).
What is Polynomial Regression
This is a form of Regression Analysis where the relationship between Y and X is denoted as the nth degree/power of X. Polynomial regression even fits a non-linear relationship (e.g when the points don't form a straight line).
Imports
import tensorflow.compat.v1 as tf
+Polynomial Regression Using TensorFlow | Navan Chauhan
Navan Chauhan
🕑 16 minute read.
Polynomial Regression Using TensorFlow
In this tutorial you will learn about polynomial regression and how you can implement it in Tensorflow.
In this, we will be performing polynomial regression using 5 types of equations -
  • Linear
  • Quadratic
  • Cubic
  • Quartic
  • Quintic
Regression
What is Regression?
Regression is a statistical measurement that is used to try to determine the relationship between a dependent variable (often denoted by Y), and series of varying variables (called independent variables, often denoted by X ).
What is Polynomial Regression
This is a form of Regression Analysis where the relationship between Y and X is denoted as the nth degree/power of X. Polynomial regression even fits a non-linear relationship (e.g when the points don't form a straight line).
Imports
import tensorflow.compat.v1 as tf
 tf.disable_v2_behavior()
 import matplotlib.pyplot as plt
 import numpy as np
diff --git a/posts/2019-12-22-Fake-News-Detector/index.html b/posts/2019-12-22-Fake-News-Detector/index.html
index a9dca16..a0ae21f 100644
--- a/posts/2019-12-22-Fake-News-Detector/index.html
+++ b/posts/2019-12-22-Fake-News-Detector/index.html
@@ -1,4 +1,4 @@
-Building a Fake News Detector with Turicreate | Navan Chauhan
Navan Chauhan
🕑 6 minute read.
Building a Fake News Detector with Turicreate
In this tutorial we will build a fake news detecting app from scratch, using Turicreate for the machine learning model and SwiftUI for building the app
Note: These commands are written as if you are running a jupyter notebook.
Building the Machine Learning Model
Data Gathering
To build a classifier, you need a lot of data. George McIntire (GH: @joolsa) has created a wonderful dataset containing the headline, body and wheter it is fake or real. Whenever you are looking for a dataset, always try searching on Kaggle and GitHub before you start building your own
Dependencies
I used a Google Colab instance for training my model. If you also plan on using Google Colab then I reccomend choosing a GPU Instance (It is Free) This allows you to train the model on the GPU. Turicreat is built on top of Apache's MXNet Framework, for us to use GPU we need to install a CUDA compatible MXNet package.
!pip install turicreate
+Building a Fake News Detector with Turicreate | Navan Chauhan
Navan Chauhan
🕑 6 minute read.
Building a Fake News Detector with Turicreate
In this tutorial we will build a fake news detecting app from scratch, using Turicreate for the machine learning model and SwiftUI for building the app
Note: These commands are written as if you are running a jupyter notebook.
Building the Machine Learning Model
Data Gathering
To build a classifier, you need a lot of data. George McIntire (GH: @joolsa) has created a wonderful dataset containing the headline, body and wheter it is fake or real. Whenever you are looking for a dataset, always try searching on Kaggle and GitHub before you start building your own
Dependencies
I used a Google Colab instance for training my model. If you also plan on using Google Colab then I reccomend choosing a GPU Instance (It is Free) This allows you to train the model on the GPU. Turicreat is built on top of Apache's MXNet Framework, for us to use GPU we need to install a CUDA compatible MXNet package.
!pip install turicreate
 !pip uninstall -y mxnet
 !pip install mxnet-cu100==1.4.0.post0
 

diff --git a/posts/2020-01-14-Converting-between-PIL-NumPy/index.html b/posts/2020-01-14-Converting-between-PIL-NumPy/index.html
index 77a91e7..503075d 100644
--- a/posts/2020-01-14-Converting-between-PIL-NumPy/index.html
+++ b/posts/2020-01-14-Converting-between-PIL-NumPy/index.html
@@ -1,4 +1,4 @@
-Converting between image and NumPy array | Navan Chauhan
Navan Chauhan
🕑 0 minute read.
Converting between image and NumPy array
import numpy
+Converting between image and NumPy array | Navan Chauhan
Navan Chauhan
🕑 0 minute read.
Converting between image and NumPy array
import numpy
 import PIL
 
 # Convert PIL Image to NumPy array
diff --git a/posts/hello-world/index.html b/posts/hello-world/index.html
index f9f8f79..a32db6f 100644
--- a/posts/hello-world/index.html
+++ b/posts/hello-world/index.html
@@ -1 +1 @@
-Hello World | Navan Chauhan
Navan Chauhan
🕑 0 minute read.
Hello World
Why a Hello World post?
Just re-did the entire website using Publish (Publish by John Sundell). So, a new hello world post :)
Tagged with: 

\ No newline at end of file
+Hello World | Navan Chauhan
Navan Chauhan
🕑 0 minute read.
Hello World
Why a Hello World post?
Just re-did the entire website using Publish (Publish by John Sundell). So, a new hello world post :)
Tagged with: 

\ No newline at end of file
diff --git a/posts/index.html b/posts/index.html
index aaa7a8f..c73301f 100644
--- a/posts/index.html
+++ b/posts/index.html
@@ -1 +1 @@
-Posts | Navan Chauhan
Navan Chauhan
Posts
Tips, tricks and tutorials which I think might be useful.

\ No newline at end of file
+Posts | Navan Chauhan
Navan Chauhan
Posts
Tips, tricks and tutorials which I think might be useful.

\ No newline at end of file
diff --git a/publications/2019-05-14-Detecting-Driver-Fatigue-Over-Speeding-and-Speeding-up-Post-Accident-Response/index.html b/publications/2019-05-14-Detecting-Driver-Fatigue-Over-Speeding-and-Speeding-up-Post-Accident-Response/index.html
index 6c4c0c2..454d064 100644
--- a/publications/2019-05-14-Detecting-Driver-Fatigue-Over-Speeding-and-Speeding-up-Post-Accident-Response/index.html
+++ b/publications/2019-05-14-Detecting-Driver-Fatigue-Over-Speeding-and-Speeding-up-Post-Accident-Response/index.html
@@ -1,4 +1,4 @@
-Detecting Driver Fatigue, Over-Speeding, and Speeding up Post-Accident Response | Navan Chauhan
Navan Chauhan
🕑 1 minute read.
Detecting Driver Fatigue, Over-Speeding, and Speeding up Post-Accident Response
Based on the project showcased at Toyota Hackathon, IITD - 17/18th December 2018
Download paper here
Recommended citation:
ATP
Chauhan, N. (2019). &quot;Detecting Driver Fatigue, Over-Speeding, and Speeding up Post-Accident Response.&quot; <i>International Research Journal of Engineering and Technology (IRJET), 6(5)</i>.
+Detecting Driver Fatigue, Over-Speeding, and Speeding up Post-Accident Response | Navan Chauhan
Navan Chauhan
🕑 1 minute read.
Detecting Driver Fatigue, Over-Speeding, and Speeding up Post-Accident Response
Based on the project showcased at Toyota Hackathon, IITD - 17/18th December 2018
Download paper here
Recommended citation:
ATP
Chauhan, N. (2019). &quot;Detecting Driver Fatigue, Over-Speeding, and Speeding up Post-Accident Response.&quot; <i>International Research Journal of Engineering and Technology (IRJET), 6(5)</i>.
 

 
 
BibTeX
@article{chauhan_2019, title={Detecting Driver Fatigue, Over-Speeding, and Speeding up Post-Accident Response}, volume={6}, url={https://www.irjet.net/archives/V6/i5/IRJET-V6I5318.pdf}, number={5}, journal={International Research Journal of Engineering and Technology (IRJET)}, author={Chauhan, Navan}, year={2019}}
diff --git a/publications/index.html b/publications/index.html
index e9d9062..2c7b6e6 100644
--- a/publications/index.html
+++ b/publications/index.html
@@ -1 +1 @@
-Publications | Navan Chauhan
Navan Chauhan
Publications
Hopefully these grow with time, I already have tons of drafts ready. As I am currently studying in school, this allows me to experiment in Physics, Chemistry and Computer Science. I have started using LaTeX now ;)

\ No newline at end of file
+Publications | Navan Chauhan
Navan Chauhan
Publications
Hopefully these grow with time, I already have tons of drafts ready. As I am currently studying in school, this allows me to experiment in Physics, Chemistry and Computer Science. I have started using LaTeX now ;)

\ No newline at end of file
diff --git a/sitemap.xml b/sitemap.xml
index 4dc207b..dc5fc4e 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -1 +1 @@
-https://navanchauhan.github.io/aboutdaily1.02020-01-14https://navanchauhan.github.io/postsdaily1.02020-01-14https://navanchauhan.github.io/posts/2019-12-08-Image-Classifier-Tensorflowmonthly0.52020-01-18https://navanchauhan.github.io/posts/2019-12-08-Splitting-Zipsmonthly0.52020-01-18https://navanchauhan.github.io/posts/2019-12-10-TensorFlow-Model-Predictionmonthly0.52020-01-18https://navanchauhan.github.io/posts/2019-12-16-TensorFlow-Polynomial-Regressionmonthly0.52020-01-18https://navanchauhan.github.io/posts/2019-12-22-Fake-News-Detectormonthly0.52020-01-18https://navanchauhan.github.io/posts/2020-01-14-Converting-between-PIL-NumPymonthly0.52020-01-18https://navanchauhan.github.io/posts/hello-worldmonthly0.52020-01-04https://navanchauhan.github.io/publicationsdaily1.02020-01-14https://navanchauhan.github.io/publications/2019-05-14-Detecting-Driver-Fatigue-Over-Speeding-and-Speeding-up-Post-Accident-Responsemonthly0.52020-01-04https://navanchauhan.github.io/tutorials/indexmonthly0.52020-01-01
\ No newline at end of file
+https://navanchauhan.github.io/aboutdaily1.02020-01-14https://navanchauhan.github.io/postsdaily1.02020-01-14https://navanchauhan.github.io/posts/2019-12-08-Image-Classifier-Tensorflowmonthly0.52020-01-18https://navanchauhan.github.io/posts/2019-12-08-Splitting-Zipsmonthly0.52020-01-18https://navanchauhan.github.io/posts/2019-12-10-TensorFlow-Model-Predictionmonthly0.52020-01-18https://navanchauhan.github.io/posts/2019-12-16-TensorFlow-Polynomial-Regressionmonthly0.52020-01-18https://navanchauhan.github.io/posts/2019-12-22-Fake-News-Detectormonthly0.52020-01-18https://navanchauhan.github.io/posts/2020-01-14-Converting-between-PIL-NumPymonthly0.52020-01-18https://navanchauhan.github.io/posts/hello-worldmonthly0.52020-01-04https://navanchauhan.github.io/publicationsdaily1.02020-01-14https://navanchauhan.github.io/publications/2019-05-14-Detecting-Driver-Fatigue-Over-Speeding-and-Speeding-up-Post-Accident-Responsemonthly0.52020-01-04https://navanchauhan.github.io/tutorials/indexmonthly0.52020-01-18
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diff --git a/tags/article/index.html b/tags/article/index.html
index 426faa1..ac2eb18 100644
--- a/tags/article/index.html
+++ b/tags/article/index.html
@@ -1 +1 @@
-Navan Chauhan
Navan Chauhan
Tagged with article
Browse all tags

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+Navan Chauhan
Navan Chauhan
Tagged with article
Browse all tags

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diff --git a/tags/codesnippet/index.html b/tags/codesnippet/index.html
index edad8ab..180ed17 100644
--- a/tags/codesnippet/index.html
+++ b/tags/codesnippet/index.html
@@ -1 +1 @@
-Navan Chauhan
Navan Chauhan
Tagged with code-snippet
Browse all tags

\ No newline at end of file
+Navan Chauhan
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Tagged with code-snippet
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diff --git a/tags/colab/index.html b/tags/colab/index.html
index bd0cbc6..41e6180 100644
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-Navan Chauhan
Navan Chauhan
Tagged with colab
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+Navan Chauhan
Navan Chauhan
Tagged with colab
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diff --git a/tags/helloworld/index.html b/tags/helloworld/index.html
index 2f04641..e7d2889 100644
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-Navan Chauhan
Navan Chauhan
Tagged with hello-world
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+Navan Chauhan
Navan Chauhan
Tagged with hello-world
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diff --git a/tags/index.html b/tags/index.html
index 0bcce69..230748f 100644
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-Navan Chauhan
Navan Chauhan
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+Navan Chauhan
Navan Chauhan
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diff --git a/tags/publication/index.html b/tags/publication/index.html
index 1ab5578..17847dd 100644
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-Navan Chauhan
Navan Chauhan
Tagged with publication
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+Navan Chauhan
Navan Chauhan
Tagged with publication
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diff --git a/tags/swiftui/index.html b/tags/swiftui/index.html
index 6939a13..5ad859c 100644
--- a/tags/swiftui/index.html
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-Navan Chauhan
Navan Chauhan
Tagged with swiftUI
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+Navan Chauhan
Navan Chauhan
Tagged with swiftUI
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diff --git a/tags/tensorflow/index.html b/tags/tensorflow/index.html
index b6668dd..875d184 100644
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-Navan Chauhan
Navan Chauhan
Tagged with tensorflow
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+Navan Chauhan
Navan Chauhan
Tagged with tensorflow
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diff --git a/tags/turicreate/index.html b/tags/turicreate/index.html
index bb23d5f..b10b7f8 100644
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-Navan Chauhan
Navan Chauhan
Tagged with turicreate
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+Navan Chauhan
Navan Chauhan
Tagged with turicreate
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diff --git a/tags/tutorial/index.html b/tags/tutorial/index.html
index ef6d29b..0e8002d 100644
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-Navan Chauhan
Navan Chauhan
Tagged with tutorial
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+Navan Chauhan
Navan Chauhan
Tagged with tutorial
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diff --git a/tutorials/index/index.html b/tutorials/index/index.html
index 566be2a..be89f74 100644
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-Tutorials | Navan Chauhan
Navan Chauhan

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+Tutorials | Navan Chauhan
Navan Chauhan

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