In reality, the network learns to recognize the weather, not the enemy tanks. The source code can be found here.…
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Autoencoders: Neural Networks for Unsupervised Learning
Recall that the label of the decoder is now the label of this large neural network, and the label of…
Continue ReadingThe Most Intuitive and Easiest Guide for Recurrent Neural Network
Speech, DNA chains, and time series. The answer is “sequential. ” The data is not static or discontinuous, but forgoing…
Continue ReadingHow to Improve Neural Network Stability and Modeling Performance With Data Scaling
Neural Nets FAQIf your problem is a regression problem, then the output will be a real value. This is best…
Continue Reading7 easy steps to custom inputs in shiny
7 easy steps to custom inputs in shinyA step by step guide on how to include custom inputs into R Shiny.…
Continue ReadingCounting No. of Parameters in Deep Learning Models by Hand
Photo by Andrik Langfield on UnsplashCounting No. of Parameters in Deep Learning Models by Hand5 simple examples to count parameters in FFNN,…
Continue ReadingMust-Read Tutorial to Learn Sequence Modeling (deeplearning.ai Course #5)
Solving this gives us a 300 dimensional vector with a value equal to the embeddings of queen. We can use…
Continue ReadingA Python Programmers’ Guide to Dashboarding — Part 2
A Python Programmers’ Guide to Dashboarding — Part 2Controls and Callbacks & Organizational PropertiesDrimik RoyBlockedUnblockFollowFollowingJan 7Written by: Drimik Roy & Namrata Chaudhary — January 7,…
Continue ReadingData Dimensionality Reduction in the Age of Machine Learning
Click to learn more about author Rosaria Silipo. Machine Learning is all the rage as companies try to make sense…
Continue ReadingNimbus — Cloud Segmentation using Deep Learning for Agriculture.
Nimbus — Cloud Segmentation using Deep Learning for Agriculture. Gulfaraz RahmanBlockedUnblockFollowFollowingJan 3Nimbus is built to remove clouds and the shadows cast by…
Continue ReadingLeveraging AI to Cure Cancer
The data in the latent space is a distribution of the input data, which is then sampled from by a…
Continue ReadingHow To Stop Worrying And Start Writing Tests Based On Properties
In some articles, invariants are singled out separately on such topics, but in my opinion, the border is too fragile…
Continue ReadingHow to check if an input is empty with CSS
It can be used to check whether a placeholder is shown.The idea is:You add a placeholder to your inputIf the…
Continue ReadingHow fuzzy matching improve your NLP model
Using different algorithms to score strings between 0 and 100.To see whether we can query back expected location name, let…
Continue ReadingVisual Interpretability for Convolutional Neural Networks
The Jupyter notebook for each visualization is written in Keras and is available in my GitHub repository:himanshurawlani/convnet-interpretability-kerasVisualizing VGG16 Convolutional Neural…
Continue ReadingMapping Physical Activity by Webscraping MapMyRun.com with Selenium in R
Here, I use a relative xpath starting from the header of the HTML document, so my xpath starts with //header .login…
Continue ReadingMapping Physical Activity by Webscraping MapMyRun.com with Selenium
Here, I use a relative xpath starting from the header of the HTML document, so my xpath starts with //header .login…
Continue ReadingWe’re under attack! 23+ Node.js security best practices
This is not just a performance concern but also an important security concern due to malicious JavaScript code that may…
Continue ReadingAngular Smart 404 Page
Here is the implementation of getThreshold method:Then if we still have any possible entry we sort the dictionary by the…
Continue ReadingBuilding a carbon molecule autoencoder
Unlabeled data is perfect for unsupervised learning, where input data does not need to come with a preassigned corresponding list…
Continue ReadingHow I Learned to Stop Worrying and Love Uncertainty
Such a likelihood is impossible to measure for frequentist statistics, so when the question (central in science) is posed “How…
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