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This repo is for the ML class Assignment 1 @ IIT Jodhpur Post Grad Sem 1.

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(0_hidden_layer_architecture)familiarization_with_tensorflow.pdf
(0_hidden_layer_architecture)familiarization_with_tensorflow.pdf
 
 
(0_hidden_layer_architecture)familiarization_with_tensorflow.py
(0_hidden_layer_architecture)familiarization_with_tensorflow.py
 
 
(1_hidden_layer_10_nodes_architecture)familiarization_with_tensorflow.pdf
(1_hidden_layer_10_nodes_architecture)familiarization_with_tensorflow.pdf
 
 
(1_hidden_layer_10_nodes_architecture)familiarization_with_tensorflow.py
(1_hidden_layer_10_nodes_architecture)familiarization_with_tensorflow.py
 
 
(1_hidden_layer_20_nodes_architecture)familiarization_with_tensorflow.pdf
(1_hidden_layer_20_nodes_architecture)familiarization_with_tensorflow.pdf
 
 
(1_hidden_layer_20_nodes_architecture)familiarization_with_tensorflow.py
(1_hidden_layer_20_nodes_architecture)familiarization_with_tensorflow.py
 
 
(1_hidden_layer_20_nodes_architecture_10000_epochs)familiarization_with_tensorflow.pdf
(1_hidden_layer_20_nodes_architecture_10000_epochs)familiarization_with_tensorflow.pdf
 
 
(1_hidden_layer_20_nodes_architecture_10000_epochs)familiarization_with_tensorflow.py
(1_hidden_layer_20_nodes_architecture_10000_epochs)familiarization_with_tensorflow.py
 
 
Assignment 1.pdf
Assignment 1.pdf
 
 
Assignment_1_(Sanyam_Jain_P20QC001).ipynb
Assignment_1_(Sanyam_Jain_P20QC001).ipynb
 
 
README.md
README.md
 
 
[PDF Notebook for easy reference]Assignment 4.pdf
[PDF Notebook for easy reference]Assignment 4.pdf
 
 
[PDF Notebook]Assignment 2.pdf
[PDF Notebook]Assignment 2.pdf
 
 
[PDFNotebook]kmeans_pca.pdf
[PDFNotebook]kmeans_pca.pdf
 
 
[code]assignment_2.py
[code]assignment_2.py
 
 
[colab notebook]Assignment_3.ipynb
[colab notebook]Assignment_3.ipynb
 
 
[main.py]assignment_4.py
[main.py]assignment_4.py
 
 
[notebook]Assignment 3 Final.pdf
[notebook]Assignment 3 Final.pdf
 
 
[notebook]Assignment_2.ipynb
[notebook]Assignment_2.ipynb
 
 
[notebook]Assignment_4.ipynb
[notebook]Assignment_4.ipynb
 
 
[notebook]KMeans_PCA.ipynb
[notebook]KMeans_PCA.ipynb
 
 
[python file]assignment_3.py
[python file]assignment_3.py
 
 
[python_file]kmeans_pca.py
[python_file]kmeans_pca.py
 
 
[report doc]Assignment 3 Report.docx
[report doc]Assignment 3 Report.docx
 
 
[report pdf]Assignment 3 Report.pdf
[report pdf]Assignment 3 Report.pdf
 
 
bill_authentication.csv
bill_authentication.csv
 
 

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MLClass2020

This repo is for the ML class Assignment 1 @ IIT Jodhpur Post Grad Sem 1.

Questions are attached in the beginning of each pdf file. The PDF is full capture of Colab page.

Hope this helps you! Thanks for visiting here!

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This repo is for the ML class Assignment 1 @ IIT Jodhpur Post Grad Sem 1.

Topics

neural-network tensorflow svm machine regression logistic sgd pca linear wrangling k-means-clustering halfspace

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