GitHub - s4nyam/DLClass2020-21: This repo is for the Deep Learning Class @ IIT Jodhpur I studied taught by prof Dr. Mayank Vatsa sir

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This repo is for the Deep Learning Class @ IIT Jodhpur I studied taught by prof Dr. Mayank Vatsa sir

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Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
Densnet PPTs		Densnet PPTs
EXAMPLES FOR ANN		EXAMPLES FOR ANN
General-Advanced-Deep-Learning-Trainings-master		General-Advanced-Deep-Learning-Trainings-master
IMP COLAB NOTEBOOKS		IMP COLAB NOTEBOOKS
ML2 Assignments		ML2 Assignments
ML2 Presentation Feb 3		ML2 Presentation Feb 3
ML2ASSIGNMENT KEYS SOLUTION		ML2ASSIGNMENT KEYS SOLUTION
ML2Assignment 1		ML2Assignment 1
ML2_Assignment_2		ML2_Assignment_2
Papers		Papers
RMDL		RMDL
Resnet PPTs		Resnet PPTs
jan 4 presentation		jan 4 presentation
ppts		ppts
stylegan2		stylegan2
.DS_Store		.DS_Store
1-s2.0-S0893608019301303-am.pdf		1-s2.0-S0893608019301303-am.pdf
1302.4389v4.pdf		1302.4389v4.pdf
1405.3531.pdf		1405.3531.pdf
1512.03385.pdf		1512.03385.pdf
1608.06993.pdf		1608.06993.pdf
1801.07698 (1).pdf		1801.07698 (1).pdf
1801.07698.pdf		1801.07698.pdf
Advances in Deep Learning by M. Arif Wani, Farooq Ahmad Bhat, Saduf Afzal, Asif Iqbal Khan (z-lib.org).pdf		Advances in Deep Learning by M. Arif Wani, Farooq Ahmad Bhat, Saduf Afzal, Asif Iqbal Khan (z-lib.org).pdf
ArcFace.pdf		ArcFace.pdf
Artificial Intelligence for Humans, Volume 3 Deep Learning and Neural Networks by Jeff Heaton (z-lib.org).pdf		Artificial Intelligence for Humans, Volume 3 Deep Learning and Neural Networks by Jeff Heaton (z-lib.org).pdf
CS231n Convolutional Neural Networks for Visual Recognition.pdf		CS231n Convolutional Neural Networks for Visual Recognition.pdf
Convolutional Neural Networks in Python Master Data Science and Machine Learning with Modern Deep Learning in Python, Theano, and TensorFlow (Machine Learning in Python) by Unknown (z-lib.org).pdf		Convolutional Neural Networks in Python Master Data Science and Machine Learning with Modern Deep Learning in Python, Theano, and TensorFlow (Machine Learning in Python) by Unknown (z-lib.org).pdf
Deep Learning A Practitioners Approach by J. Patterson, A. Gibson (z-lib.org).pdf		Deep Learning A Practitioners Approach by J. Patterson, A. Gibson (z-lib.org).pdf
Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf		Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville (z-lib.org).pdf
Deep Learning from Scratch Building with Python from First Principles by Seth Weidman (z-lib.org).pdf		Deep Learning from Scratch Building with Python from First Principles by Seth Weidman (z-lib.org).pdf
Deep Learning with Python by Francois Chollet (z-lib.org).pdf		Deep Learning with Python by Francois Chollet (z-lib.org).pdf
Deep-Learning-2017-Lecture6RNN.ppt		Deep-Learning-2017-Lecture6RNN.ppt
DenseNet_ppt.pdf		DenseNet_ppt.pdf
Fundamentals of Deep Learning Designing Next-Generation Machine Intelligence Algorithms by Nikhil Buduma, Nicholas Locascio (z-lib.org).pdf		Fundamentals of Deep Learning Designing Next-Generation Machine Intelligence Algorithms by Nikhil Buduma, Nicholas Locascio (z-lib.org).pdf
GANs in Action Deep learning with Generative Adversarial Networks by Jakub Langr, Vladimir Bok (z-lib.org).pdf		GANs in Action Deep learning with Generative Adversarial Networks by Jakub Langr, Vladimir Bok (z-lib.org).pdf
Generative Deep Learning Teaching Machines to Paint, Write, Compose, and Play by David Foster (z-lib.org).pdf		Generative Deep Learning Teaching Machines to Paint, Write, Compose, and Play by David Foster (z-lib.org).pdf
Going Deeper with Convolutions.pdf		Going Deeper with Convolutions.pdf
Grokking Deep Learning by Andrew W. Trask (z-lib.org).pdf		Grokking Deep Learning by Andrew W. Trask (z-lib.org).pdf
Ian Goodfellow, Yoshua Bengio, Aaron Courville - Deep Learning (2017, MIT).pdf		Ian Goodfellow, Yoshua Bengio, Aaron Courville - Deep Learning (2017, MIT).pdf
Introduction to Deep Learning by Eugene Charniak (z-lib.org).pdf		Introduction to Deep Learning by Eugene Charniak (z-lib.org).pdf
Introduction to Machine Learning with Python A Guide for Data Scientists by Andreas C. Müller, Sarah Guido (z-lib.org).pdf		Introduction to Machine Learning with Python A Guide for Data Scientists by Andreas C. Müller, Sarah Guido (z-lib.org).pdf
ML2 Paper Presentation.pdf		ML2 Paper Presentation.pdf
ML2-PPT.pdf		ML2-PPT.pdf
Maxout Network.pdf		Maxout Network.pdf
Multitask learning_ teach your AI more to make it better _ by Alexandr Honchar _ Towards Data Science.pdf		Multitask learning_ teach your AI more to make it better _ by Alexandr Honchar _ Towards Data Science.pdf
NeurIPS-2020-training-generative-adversarial-networks-with-limited-data-Paper.pdf		NeurIPS-2020-training-generative-adversarial-networks-with-limited-data-Paper.pdf
Neural Networks and Deep Learning A Textbook by Charu C. Aggarwal (z-lib.org).pdf		Neural Networks and Deep Learning A Textbook by Charu C. Aggarwal (z-lib.org).pdf
PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION.pdf		PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION.pdf
Pattern classification by Richard O. Duda, Peter E. Hart, David G. Stork (z-lib.org).pdf		Pattern classification by Richard O. Duda, Peter E. Hart, David G. Stork (z-lib.org).pdf
Practical Standards.png		Practical Standards.png
Schonfeld_A_U-Net_Based_Discriminator_for_Generative_Adversarial_Networks_CVPR_2020_paper.pdf		Schonfeld_A_U-Net_Based_Discriminator_for_Generative_Adversarial_Networks_CVPR_2020_paper.pdf
StyleGAN.pptx		StyleGAN.pptx
Szegedy_Going_Deeper_With_2015_CVPR_paper.pdf		Szegedy_Going_Deeper_With_2015_CVPR_paper.pdf
articles		articles
cifar2img.ipynb		cifar2img.ipynb
cs229-notes-deep_learning.pdf		cs229-notes-deep_learning.pdf
deeplearning2016_salakhutdinov_generative_models_01.pdf		deeplearning2016_salakhutdinov_generative_models_01.pdf
large_scale_gan_training_for_high_fidelity_natural_image_synthesis.pdf		large_scale_gan_training_for_high_fidelity_natural_image_synthesis.pdf
lec10.pptx		lec10.pptx
pytorchTutorial-master.zip		pytorchTutorial-master.zip
rnn.pptx		rnn.pptx