Machine Learning
Saving a tf.keras model with data normalization
Training a DL model might take some time, and make use of some special hardware. So you may want to save the model for using it later, or on another computer. In this short Python notebook, we are going to create a very simple tensorflow.keras…
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Fetching AROME weather forecasts and plotting temperatures
Accurate weather forecasts might be very usefull for various types of models. In this post, we are going to download the latest available weather forecasts for France and plot some temperature fields, using different Python libraries: Arome is…
Some cool open-source Python packages for Machine Learning Ep 4
DS There is a very rich ecosystem of Python libraries related to ML. Here is a list of some “active”, open-source packages that may be useful for ML day-to-day activities. This post is following these ones: Some cool open-source Python packages…
Some cool open-source Python packages for Machine Learning Ep 3
There is a very rich ecosystem of Python libraries related to ML. Here is a list of some “active”, open-source packages that may be useful for ML day-to-day activities. This post is following these ones: Some cool open-source Python packages…
First try of auto-sklearn
DS Since we are big users of scikit-learn and XGBoost, we wanted to try a package that would automate the process of building a machine learning model with these tools. Here is the introduction to auto-sklearn from its github.io website:…
Some cool open-source Python packages for Machine Learning Ep 2
There is a very rich ecosystem of Python libraries related to ML. Here is a list of some “active”, open-source packages that may be useful for ML day-to-day activities. This post is following that one: Some cool open-source Python packages for…
Some cool open-source Python packages for Machine Learning Ep 1
There is a very rich ecosystem of Python libraries related to ML. Here is a list of some "active", open-source packages that may be useful for ML day-to-day activities. Of course, this list is far from being exhaustive and should evolve as fast…