Naive Bayes
Gaussian naive Bayes classification basics.
Entries by Orbifold
Hypterparameter optimization with genetic algorithm
Using a genetic algorithm to optimize the neural network.
Stock prices
Basic stock prices predicting with TensorFlow.
Translating sentences
Using the attention mechanism for English-French translation.
Summarizing text
Article summarization with TensorFlow.
Analyzing sentiments
This is a recipe to analyze positive vs. negative sentiments in text using NLTK and TensorFlow. Updated for TensorFlow v2.
Image segmentation
Simplifying an image by detecting object boundaries.
Classify objects
Figuring out what’s in an image.
Recognizing faces
Using TensorFlow for faces recognition.
Style transfer
Applying a style from one image to another.