Toolkait is a free and open-source application, accessible from the browser (nothing to download or install).

It allows you to create and train your own neural networks with your own data or data available on the internet, to introduce you to artificial intelligence. With Toolkai, you can:

• Use your own data (in .csv, .parquet, etc.) or choose from thousands of datasets available online. Toolkait can handle numeric data, categories, images, and text.
• Preprocess this data (normalization, tokenization, shuffling, etc.)
• Design your own neural network. You can easily connect different types of layers (dense, convolutional, recurrent, etc.). You can also retrieve models available on the Internet.
• Train your model with your data and visualize the learning progress.
• Test your model after training with other data.
• Explore and visualize the interior of your model.

Toolkait will introduce you to the most fundamental concepts of deep learning: classification and regression, image or text classification, image and text generation using autoencoders, variational autoencoders, recurrent networks, and many more.

Creating an account is optional (and free). It is only used to register your models and datasets.