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Repositories
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- DNA Public template
An example project demonstrating the use of machine learning to identify microbe taxonomies from their DNA sequences.
- MNIST Public template
Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.
- Credit Public template
An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.
- Housing Public template
An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.
- Sentiment Public template
An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.
- CIFAR-10 Public template
Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.
- HAR Public template
Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.
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