Neural Network

Time Series Anomaly Detection using LSTM Autoencoders with PyTorch in Python

Find abnormal heartbeats in patients ECG data using an LSTM Autoencoder with PyTorch

Read

Time Series Forecasting with LSTMs for Daily Coronavirus Cases using PyTorch in Python

Learn the basics of using LSTMs for Time Series forecasting with PyTorch in Python. Predict future Coronavirus daily cases using real-world data

Read
Machine Learning

Build Your First Neural Network with PyTorch

Learn how to create your own Neural Network using PyTorch

Read

Predicting the next Fibonacci number with Linear Regression in TensorFlow.js - Machine Learning in the Browser for Hackers (Part 1)

Ready to build models that run in the browser using only JavaScript and TensorFlow.js? Let's create a Simple Linear Regression model and pick up some core concepts along the way - Tensors, Optimizers, and Variables. Your mission, should you choose to accept it, is to create a model that given a number from the Fibonacci sequence predicts the next one while only running in the browser!

Read