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

A new article entitled "The Interface Becomes Everything" written by Steven Harries is now online!

#AugmentedReality #Cameras #MachineLearning #AI #Interface

@ITNEXT

How the Smartphone Camera will change the Consumer Decision Journey > Read More...

https://hackernoon.com/the-interface-becomes-everything-19e9c27d525c

An article entitled "BYOD: Build your own Dataset (for free!)" written by Rishav Agarwal with 55 claps is now accessible for read!

#Scraping #Automation #MachineLearning #Python #DataScience

@ITNEXT

Web scrapping using cloud computing > Read More...

https://towardsdatascience.com/byod-build-your-own-dataset-for-free-67133840dc85

An article entitled "How to create Words Embedding in TensorFlow" written by Francesco Zuppichini with 43 claps is now accessible for read!

#Programming #DeepLearning #Python #TensorFlow #MachineLearning

@ITNEXT

Three different ways > Read More...

https://towardsdatascience.com/how-to-create-word-embedding-in-tensorflow-ed0a61507dd0

A new article entitled "Deep learning for specific information extraction from unstructured texts" written by Intuition Engineering is now online!

#NaturalLanguage #ArtificialIntelligence #DeepLearning #MachineLearning #Research

@ITNEXT

Authors: Vladimir Chikin, Ivan Ilin > Read More...

https://towardsdatascience.com/deep-learning-for-specific-information-extraction-from-unstructured-texts-12c5b9dceada

A new article entitled "From Data Analyst to Data Scientist" written by Ben Stanbury is now online!

#Analytics #ArtificialIntelligence #Technology #MachineLearning #DataScience

@ITNEXT

How does someone transition from being a Data Analyst to Data Scientist? > Read More...

https://towardsdatascience.com/from-data-analyst-to-data-scientist-f67a724ea265

A new article entitled "Finding Big Value in Small Conferences" written by Kirill Eremenko is now online!

#Conference #BigData #ArtificialIntelligence #MachineLearning #DataScience

@ITNEXT

You may have seen my previous post about what DataScienceGO 2018 is, where it’s happening and who’s attending. Right now we’re going to… > Read More...

https://towardsdatascience.com/finding-big-value-in-small-conferences-d5178295d773

A new article entitled "Deep Learning Bobblehead Animations" written by Anson Wong is now online!

#ArtificialIntelligence #DeepLearning #ComputerVision #MachineLearning #Art

@ITNEXT

Multi-pose estimation is currently a state-of-the-art deep learning approach in computer vision for detecting humans and their joints in an… > Read More...

https://towardsdatascience.com/making-bobblehead-animations-using-deep-learning-1df2cb004429

The article "Python for Finance: Dash by Plotly" written by Kevin Boller with 135 claps is hot on the list of publications!

#Programming #TowardsDataScience #MachineLearning #Python #DataScience

@ITNEXT

Expanding Jupyter Notebook Stock Portfolio Analyses with Interactive Charting in Dash by Plotly. > Read More...

https://towardsdatascience.com/python-for-finance-dash-by-plotly-ccf84045b8be