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How South Africa Is Solving One of HPC’s Biggest Challenges
Author(s): Jan Rowell Originally published on Towards AI. The Future of HPC Leadership U+007C Towards AI A strategic approach to a student cluster competition nets top prizes and helps address a critical skills shortage High-performance computing (HPC) drives economic growth and scientific …
Exploring Deep Dream using Tensorflow 2.0
Author(s): Abhinav Prakash Originally published on Towards AI. Diving Into Deep Dream using Tensorflow U+007C Towards AI Deep Dream Using Tensorflow My image which generated by Deep Dream. Whenever any person hears about Deep Learning or Neural Network the things which first …
What does Bidirectional LSTM Neural Networks has to do with Top Quarks?
Author(s): Riccardo Di Sipio Originally published on Towards AI. And how it turned out that looking at a sequence of vectors in four dimensions from two opposite sides was the key to solve a decades-old problem In a recent paper Bidirectional Long …
4 Tips To Write Scalable Apache Spark Code
Author(s): ___ Originally published on Towards AI. In this article, I will share some tips on how to write scalable Apache Spark code. The examples presented here are actually based on the code I encountered in the real world. So, by sharing …
How does Data Noising Help to Improve your NLP Model?
Author(s): Edward Ma Originally published on Towards AI. The objective of injecting data noising Photo by Edward Ma on Unsplash Introducing data noising to neural network aims at improving model generalization and performance. Xie et al. proposes several ways to generate more …
How You Should Save the Output of your Spark ETL Jobs (If you are not Writing to a Database)
Author(s): ___ Originally published on Towards AI. In this article, I will share my thoughts on the best way to save the output of Spark ETL jobs so that it is easier to do analytical work later. The code to reproduce the …
StyleGAN Generated Face Classification with ResNexts
Author(s): Luka Chkhetiani Originally published on Towards AI. Using ResNexts with StyleGAN U+007C Towards AI https://generated.photos A week or two back a team released a dataset of 100K images of generated faces, based on StyleGAN [Karras et al. and NVIDIA] (see paper). …
AI & Physics, Part 1 — Dark Matter Matters Too
Author(s): Ryan Lynch Originally published on Towards AI. Diving Into AI & Physics U+007C Towards AI Physics. Our way of understanding the universe around us. We use equations and formulae to try and break down the fundamental truths. To figure out the …
15 Months of Writing Data Science Articles on Medium — Accomplishments and Lessons Learned
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. I joined Medium over a year ago. I published my first medium article Using sapply() function in R to generate a table on July 7, 2018. This article was written mostly for …
Review: DUNet — Deformable U-Net for Retinal Vessels Segmentation (Biomedical Image Segmentation)
Author(s): Sik-Ho Tsang Originally published on Towards AI. Technical Review of DUNet U+007C Towards AI U-Net+DCN, Outperforms U-Net & DCN In this story, DUNet, by Tianjin University, Linkoping University, and, is briefly reviewed. DUNet, Deformable U-Net: exploits the retinal vessels’ local features …
How R-CNN Works on Object Detection?
Author(s): Edward Ma Originally published on Towards AI. Introduction to Region with Convolutional Neural Networks (R-CNNs) Photo by Edward Ma on Unsplash Region with Convolutional Neural Network (R-CNN) is proposed by Girshick et al. in 2013. It changed the object detection field …
Tf.estimator, a Tensorflow High-level API
Author(s): Abhinav Prakash Originally published on Towards AI. Now Tensorflow 2.0 has been officially released and it’s having two high-level deep learning APIs.The first one is tf.keras and another one is tf.estimator. You can see the list of TensorFlow’s Python API in …
Top 7 Math Quotes From The Greatest Mathematicians of All Time
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Does the Size of Your Clitoris Matter? Carlyn Beccia in Sexography Women are joining the “grow your clit” movement, but does size increase pleasure?·5 min read·2 days ago 1.7K 19 … Read …
QWeb: Solving Web Navigation Problems using DQN
Author(s): Sherwin Chen Originally published on Towards AI. Simple Introduction to Web Navigation Problems Photo by Émile Perron on Unsplash Model reinforcement learning algorithms have achieved astonishing results in many real-world games, such as Alpha Go and OpenAI Five. In this article, …
Six Reasons Why We Need to Take a Collaborative Approach to AI Development
Author(s): Rudradeb Mitra Originally published on Towards AI. Courtesy: Flickr (This article is co-authored with Yang Gao and Michael Burkhardt) A century ago, in 1906, statistician Francis Galton showed the power of the crowd. At the International Exhibition in London, he asked …
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