Posts

Fairness
Artificial IntelligenceIt is a common misconception that AI is absolutely objective, since AI is objective only in the sense of learning what human teaches.

Text classification with Tensorflow 2.0
AI RecipesThe classic IMDB classification based on Tensoflow 2.0

Fashion MNIST using Temsorflow 2.0
AI RecipesThe MNIST fashion set consists of images of clothing, like sneakers and shirts. It's somewhat more complex than the the classic MNIST dataset.

Serving TensorFlow models
Artificial IntelligenceRestify TF networks and other ways to serve intelligence.

The Keras Functional API
AI RecipesThe Keras API makes creating deep learning models fast and easy.

Hypterparameter optimization with genetic algorithm
AI RecipesUsing a genetic algorithm to optimize the neural network.

Stock prices
AI Recipes, Time SeriesBasic stock prices predicting with TensorFlow.

Translating sentences
AI RecipesUsing the attention mechanism for English-French translation.

Summarizing text
AI RecipesArticle summarization with TensorFlow.

Analyzing sentiments
AI RecipesThis is a recipe to analyze positive vs. negative sentiments in text using NLTK and TensorFlow. Updated for TensorFlow v2.