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jturner421's Projects

gans_python icon gans_python

This is a full guide on GANs from the book Generative Adversarial Networks with Python, Jason Brownlee

linear-algebra-for-machine-learning-and-data-science icon linear-algebra-for-machine-learning-and-data-science

Mathematics for Machine Learning and Data science is a foundational online program created in by DeepLearning.AI and taught by Luis Serrano. This beginner-friendly program is where you’ll master the fundamental mathematics toolkit of machine learning.

lstm-ez icon lstm-ez

Flexible keras-based code to analyze sequence data using LSTM neural network. Illustrates the use of keras parameters such as "units" (= number of neurons), features and timesteps. The point is that if you have some sequence data and you want to quickly plug into and LSTM model (and you are frustrated by trying to follow Jason Brownlee's lovely but incomplete examples) this will get you started quickly.

materials-x19 icon materials-x19

Publicly available materials that are used in the Data 8X Foundations of Data Science course on EdX in 2019.

ml-coursera-python-assignments icon ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

ml-mastery icon ml-mastery

Code from Jason Brownlee's course on mastering machine learning

mlbookcamp-code icon mlbookcamp-code

The code from the Machine Learning Bookcamp book and a free course based on the book

ok-client icon ok-client

A Python client for the OK autograding system

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