Machine learning books and papers
@Machine_learn
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ID: @Machine_learn
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Machine learning books and papers
23.3K subscribers
Machine learning books and papers
Deep learning with Python Develop Deep Learning models on Theano and Thensorflow using Keras
#book #keras #DL
@Machine_learn
3.71K viewsRamin Mousa, 
Machine learning books and papers
5_6133943928459624650.pdf
5.4 MB
Deep learning with Python Develop Deep Learning models on Theano and Thensorflow using Keras
#book #keras #DL
@Machine_learn
4.36K viewsRamin Mousa, 
Machine learning books and papers
Linear Algebra and Geometry
#book
@Machine_learn
3.38K viewsRamin Mousa, 
Machine learning books and papers
4_5852451436872337328.pdf
4.2 MB
Linear Algebra and Geometry
#book
@Machine_learn
3.73K viewsRamin Mousa, 
Machine learning books and papers
Audio Processing and Speech
Recognition
#Concepts #Techniques #Research
#book
@Machine_learn
3.67K viewsRamin Mousa, 
Machine learning books and papers
4_5847953004090623212.pdf
2.2 MB
Audio Processing and Speech
Recognition
#Concepts #Techniques #Research
#book
@Machine_learn
4.21K viewsRamin Mousa, 
Machine learning books and papers
@Machine_learn
#NLP #DL #course
New fast.ai course: A Code-First Introduction to Natural Language Processing

https://www.fast.ai/2019/07/08/fastai-nlp/

Github: https://github.com/fastai/course-nlp

Videos: https://www.youtube.com/playlist?list=PLtmWHNX-gukKocXQOkQjuVxglSDYWsSh9
4.4K viewsRamin Mousa, 
Machine learning books and papers
@Machine_learn

Deep Learning For Real Time Streaming Data With Kafka And Tensorflow
#ODSC #DeepLearning #Tensorflow
https://www.youtube.com/watch?v=HenBuC4ATb0
4.16K viewsRamin Mousa, 
Machine learning books and papers
Sentiment Analysis by Capsules∗
#paper #DL #SA
@Machine_learn
3.9K viewsRamin Mousa, 
Machine learning books and papers
4_5845832252319073662.pdf
1.1 MB
Sentiment Analysis by Capsules∗
#paper #DL #SA
@Machine_learn
4.44K viewsRamin Mousa, 
Machine learning books and papers
@Machine_learn


__________________________
How to Develop an Information Maximizing GAN (InfoGAN) in Keras

https://machinelearningmastery.com/how-to-develop-an-information-maximizing-generative-adversarial-network-infogan-in-keras/
3.71K viewsRamin Mousa, edited  
Machine learning books and papers
Simple Deep Learning for
Programmers Write your own modern neural networks in Keras and Python for images and sequence data
#By: The Lazy Programmer
#book #DL
@Machine_learn
3.53K viewsRamin Mousa, 
Machine learning books and papers
4_5773660197402707477.pdf
1.8 MB
Simple Deep Learning for
Programmers Write your own modern neural networks in Keras and Python for images and sequence data
#By: The Lazy Programmer
#book #DL
@Machine_learn
4.07K viewsRamin Mousa, 
Machine learning books and papers
Forwarded from Ramin Mousa
@Machine_learn #code #paper
FixRes is a simple method for fixing the train-test resolution discrepancy. It can improve the performance of any convolutional neural network architecture.

Github: https://github.com/facebookresearch/FixRes

Article:https://arxiv.org/abs/1906.06423
3.5K viewsRamin Mousa, 
Machine learning books and papers
Forwarded from Ramin Mousa
1906.06423.pdf
897.7 KB
@Machine_learn #code #paper
FixRes is a simple method for fixing the train-test resolution discrepancy. It can improve the performance of any convolutional neural network architecture.

Github: https://github.com/facebookresearch/FixRes

Article:https://arxiv.org/abs/1906.06423
3.84K viewsRamin Mousa, 
Machine learning books and papers
@Machine_learn
#code #paper
Y-Autoencoders: disentangling latent representations via sequential-encoding

Article: https://arxiv.org/abs/1907.10949

GitHub: https://github.com/mpatacchiola/Y-AE
arXiv.org
Y-Autoencoders: disentangling latent representations via...
In the last few years there have been important advancements in generative models with the two dominant approaches being Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs)....
4.42K viewsRamin Mousa, 
Machine learning books and papers
@Machine_learn
#CapsuleNet #code
Stacked Capsule Autoencoders

https://akosiorek.github.io/ml/2019/06/23/stacked_capsule_autoencoders.htm
4.83K viewsRamin Mousa, 
Machine learning books and papers
machinelearning for text.pdf
8.7 MB
Machinelearning for text
#book
@Machine_learn
4.47K viewsparisa, edited  
Machine learning books and papers
hands-unsupervised-learning.pdf
33.9 MB
hands-unsupervised-learning
#book
@Machine_learn
4.12K viewsparisa, edited  
Machine learning books and papers
@Machine_learn
Wasserstein Robust Reinforcement Learning

article:https://arxiv.org/abs/1907.13196v1

pdf: https://arxiv.org/pdf/1907.13196v1.pdf
arXiv.org
Wasserstein Robust Reinforcement Learning
Reinforcement learning algorithms, though successful, tend to over-fit to training environments hampering their application to the real-world. This paper proposes $\text{W}\text{R}^{2}\text{L}$ --...
3.66K views