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PyTorch implementation of Neural Style Transfer, Pix2Pix, CycleGAN, and Deep Dream!
neural-style-transfer pix2pix cyclegan pytorch
Understanding & Implementing SimCLR - an ELI5 guide
I explain the SimCLR and its contrastive loss function step by step, build image embeddings and then show how to use them to train image classifier on top.
deep-learning computer-vision pytorch self-supervised-learning
Classify photos in 600 classes using nine million Open Images
If you’re looking build an image classifier but need training data, look no further than Google Open Images.
convolutional-neural-networks keras dataset article
The Abstraction and Reasoning Corpus (ARC)
Can a computer learn complex, abstract tasks from just a few examples? ARC can be used to measure a human-like form of general fluid intelligence.
artificial-general-intelligence common-sense-reasoning arc dataset
Handling the missing values in Data: The Easy Way
Most of the Machine Learning Algorithms cannot work with missing values in the features. Let's see the possible options we have to deal with it.
missing-data scikit-learn article dataset
Churn Prediction with PyCaret
Customer Churn is when customers leave a service in a given period of time, which is bad for business.
exploratory-data-analysis machine-learning classification python
Twitter Turing Test
Can you guess whether this tweet is written by a human or generated by a neural network?
natural-language-processing text-generation gpt2 twitter
An Essentials Guide to PyTorch Dataset and DataLoader Usage
A brief guide for basic usage of PyTorch's Dataset and DataLoader classes.
pytorch dataset tutorial article
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