# My small corner of the internet

# PyTorch: Linear regression to non-linear probabilistic neural network

This post follows a similar one I did a while back for Tensorflow Probability:
Linear regression to non linear probabilistic neural network

# NBA - How durable is LeBron James?

Is this post we look at season data to compare the playing time of LeBron to other players.

# Time series: NeuralProphet speed test

Neural prophet is a time series forecasting library very similar to the Facebook prophet.
Neural prophet runs using pytorch, rather than fbprophet and itâ€™s use of pystan.
It has some potential advantages by using stochastic gradient descent.

# Do Neural Networks overfit?

This brief post is exploring overfitting neural networks. It comes from reading the paper:
Towards Understanding Generalization of Deep Learning: Perspective of Loss Landscapes

# Installed Energy Capacity in Europe

Here we will find some data to see what the state of renewable energy production is within Europe.
The data is collected from:
https://transparency.entsoe.eu/generation/r2/installedGenerationCapacityAggregation/show