Posts

Fairness

It 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

The classic IMDB classification based on Tensoflow 2.0

Fashion MNIST using Temsorflow 2.0

The 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

Restify TF networks and other ways to serve intelligence.

The Keras Functional API

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

Hypterparameter optimization with genetic algorithm

Using a genetic algorithm to optimize the neural network.

Stock prices

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Basic stock prices predicting with TensorFlow.

Translating sentences

Using the attention mechanism for English-French translation.

Summarizing text

Article summarization with TensorFlow.

Analyzing sentiments

Sentiment analysis in text.