The Frechet Inception Distance score, or FID for short, is a metric that calculates the distance between feature vectors calculated…
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How to Implement the Inception Score (IS) for Evaluating GANs
Generative Adversarial Networks, or GANs for short, is a deep learning neural network architecture for training a generator model for…
Continue ReadingAutomatic Detection of Toxic Questions
Are they converting continuously in each other ?"If the word is absent in a dictionary, try to lowercase/uppercase/upper first letter…
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All you have to do is call plt. plot() twice with the two different series that you’d like to pass…
Continue ReadingReverse Engineering the Walk Score Algorithm
I can tell that I’ve moved to a considerably less walkable neighborhood but it’s unclear how to quantify the magnitude…
Continue ReadingA Complete Machine Learning Project Walk-Through in Python: Part One
A Complete Machine Learning Project Walk-Through in Python: Part OnePutting the machine learning pieces togetherWill KoehrsenBlockedUnblockFollowFollowingMay 16, 2018Reading through a data science…
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Continue ReadingBehind the Scoring in the Eurovision — Diversity Act or Perpetuation of Politics?
Be ready for another surprise. In the situation in the Balkans (Albania, Croatia, Greece, Montenegro, North Macedonia, Serbia, and Slovenia),…
Continue ReadingA Game of Words (Part 2)
This is the second blog post in the series and again I will be analysing transcripts from the first seven…
Continue ReadingUsing R Shiny to create web surveys, display instant feedback, and store data on Google Drive
How does your score compare to others?", xlab = "Scores", yaxt='n', ylab = "") abline(v=((input$neur1 + (8 – input$neur2))/2), col="blue")…
Continue ReadingCalculating the Semantic Brand Score with Python
Calculating the Semantic Brand Score with PythonBrand Intelligence in the Era of Big DataAndrea Fronzetti ColladonBlockedUnblockFollowFollowingApr 16The Semantic Brand Score (SBS) is…
Continue ReadingPruned Cross Validation for hyperparameter optimization
Something had gone wrong. By looking at folds scores, I realized that within only the first 2–3 folds’ scores I…
Continue ReadingHow the Final Score Can Lie: Rating “Score Control”
(hint: Duke’s stunning 23-point comeback at Louisville was among the biggest deficits overcome, but not #1!)How much time did Wofford…
Continue ReadingCorrelation between score and comments on the front page of Reddit
Correlation between score and comments on the front page of RedditJared WhalenBlockedUnblockFollowFollowingMar 17I’m not a huge Reddit user but when I’m…
Continue ReadingExtremely Imbalanced data — Fraud detection
This is because we can predict all the isFraud=0 cases perfectly, but none of the isFraud=1 cases. So out of…
Continue ReadingOptimizing Your Chances of Medical School Admission
But Can we Fit Models to Them?Now that we some idea of the trends in admit rate based on GPA and…
Continue ReadingDeep into End-to-end Neural Coreference Model
This article will fulfill your curiosity. This article contains formulas for more details, but I have tried to make the…
Continue ReadingA Minimalist Guide to FoundationDB
FoundationDB (FDB) is an ACID-compliant, multi-model, distributed database. The software started out life in 2013 as a closed-source offering with…
Continue ReadingCustomer Segmentation Analysis with Python
You can check that out with two heat maps on the gender-specific data frames created earlier. Correlation heat map of…
Continue ReadingAn Awesome Tutorial to Learn Outlier Detection in Python using PyOD Library
PyOD on the Big Mart Sales Problem Now, let’s see how PyOD does on the famous Big Mart Sales…
Continue ReadingHow to make your own sentiment analyzer using Python and Google’s Natural Language API
Now you should have four keys — API Key, API Secret Key, Access Token, and Access Token Secret. Save those keys for…
Continue ReadingValue Investing with Machine Learning
How can you make the most of a fair or unfair situation?This article will show you how you can easily…
Continue ReadingPorts and Adapters implementation in PHP, with a little help from Symfony
Because in my bounded contexts, Song means “A song that I would like to vote on” and is different from…
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