A new article entitled "[ CVPR 2017 / Paper Summary ] Gated Feedback Refinement Network for Dense Image Labeling" written by Jae Duk Seo is now online!

#ComputerVision #ArtificialIntelligence #ComputerScience #NeuralNetworks #MachineLearning

@ITNEXT

One of the papers I have been wanting to read for so long. > Read More...

https://towardsdatascience.com/cvpr-2017-paper-summary-gated-feedback-refinement-network-for-dense-image-labeling-8746a3e1889b

A new article entitled "Independent Component Analysis via Gradient Ascent in Numpy and Tensorflow with Interactive Code" written by Jae Duk Seo is now online!

#Math #Mathematics #ArtificialIntelligence #NeuralNetworks #MachineLearning

@ITNEXT

I wanted to know more about Independent Component Analysis, and I found out that there are actually multiple methods to compute this… > Read More...

https://towardsdatascience.com/independent-component-analysis-via-gradient-ascent-in-numpy-and-tensorflow-with-interactive-code-98b9a73e5d19

A new article entitled "[ CVPR 2018 / Paper Summary ] TextureGAN: Controlling Deep Image Synthesis with Texture Patches" written by Jae Duk Seo is now online!

#ComputerVision #ArtificialIntelligence #ComputerScience #NeuralNetworks #MachineLearning

@ITNEXT

There are different types of GAN’s and today I will take a look at a GAN that is able to generate realistic image with different textures. > Read More...

https://towardsdatascience.com/cvpr-2018-paper-summary-texturegan-controlling-deep-image-synthesis-with-texture-patches-50040c0e5cf

A new article entitled "How to normalize features in TensorFlow" written by Chris Rawles is now online!

#MachineLearning

@ITNEXT

TL;DR nWhen using tf.estimator, use the normalizer_fn argument in tf.feature_column.numeric_feature to normalize using the same parameters… > Read More...

https://towardsdatascience.com/how-to-normalize-features-in-tensorflow-5b7b0e3a4177

A new article entitled "Gating and Depth in Neural Networks" written by Hadayat Seddiqi is now online!

#ArtificialIntelligence #NeuralNetworks #MachineLearning

@ITNEXT

Depth is a critical part of modern neural networks. They enable efficient representations through constructions of hierarchical rules. By… > Read More...

https://towardsdatascience.com/gating-and-depth-in-neural-networks-b2c66ae74c45

The article "Evolution of a salesman: A complete genetic algorithm tutorial for Python" written by Eric Stoltz with 229 claps is hot on the list of publications!

#Programming #TowardsDataScience #GeneticAlgorithm #MachineLearning #DataScience

@ITNEXT

Drawing inspiration from natural selection, genetic algorithms (GA) are a fascinating approach to solving search and optimization problems… > Read More...

https://towardsdatascience.com/evolution-of-a-salesman-a-complete-genetic-algorithm-tutorial-for-python-6fe5d2b3ca35

An article entitled "Introducing a simple and intuitive Python API for UCI machine learning repository" written by Tirthajyoti Sarkar with 27 claps is now accessible for read!

#Algorithms #ArtificialIntelligence #Python #MachineLearning #DataScience

@ITNEXT

Introducing a simple and intuitive Python API for UCI ML repository for easy search, download, and analyze the ML tasks. > Read More...

https://towardsdatascience.com/introducing-a-simple-and-intuitive-python-api-for-uci-machine-learning-repository-fd2ce8eb6cd4

An article entitled "Lessons Learned from Building an R Package" written by Boyan Angelov with 81 claps is now accessible for read!

#ContinuousIntegration #OpenSource #MachineLearning #DataScience

@ITNEXT

I recently finished the first release version of my R package, called sdmbench (https://github.com/boyanangelov/sdmbench). The process was… > Read More...

https://towardsdatascience.com/lessons-learned-from-building-an-r-package-75d5263d3814

The article "What I learned from analyzing more than 80 job rejections with Python" written by Conor Dewey with 282 claps is hot on the list of publications!

#Technology #MachineLearning #Jobs #Python #DataScience

@ITNEXT

We’ve all gotten those emails at one point or another. You know, the ones that start with “Thank you for your interest” and end with… > Read More...

https://medium.freecodecamp.org/what-i-learned-from-analyzing-more-than-80-job-rejections-with-python-11044ee6927b

A new article entitled "Finding Choruses in Songs with Python" written by Vivek Jayaram is now online!

#Music #ArtificialIntelligence #MachineLearning

@ITNEXT

TLDR: We can find choruses in music using some pretty simple pattern recognition > Read More...

https://towardsdatascience.com/finding-choruses-in-songs-with-python-a925165f94a8