Collections
Discover the best community collections!
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Teaching
🎓4Slides, exercise sheets and interactive spaces of my courses
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Gridworld — Dynamic Programming
🧭Policy evaluation, policy and value iteration, step by step
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Jack's Car Rental — Policy Iteration
🚗Policy iteration on Jack's Car Rental, step by step
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Model-Free Control — MC, SARSA, Q-learning
🌬MC control, SARSA and Q-learning, step by step
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Teaching
🎓4Slides, exercise sheets and interactive spaces of my courses
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How a Neural Network Learns
📉The chain rule, the gradient and gradient descent, by hand
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PCA Explorer
🧭Principal Component Analysis in 2D and 3D, live
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The Forward Pass
〰Turn the knobs of a network and see what shapes it can draw
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Teaching
🎓4Slides, exercise sheets and interactive spaces of my courses
-
How a Neural Network Learns
📉The chain rule, the gradient and gradient descent, by hand
-
PCA Explorer
🧭Principal Component Analysis in 2D and 3D, live
-
The Forward Pass
〰Turn the knobs of a network and see what shapes it can draw
-
Teaching
🎓4Slides, exercise sheets and interactive spaces of my courses
-
Gridworld — Dynamic Programming
🧭Policy evaluation, policy and value iteration, step by step
-
Jack's Car Rental — Policy Iteration
🚗Policy iteration on Jack's Car Rental, step by step
-
Model-Free Control — MC, SARSA, Q-learning
🌬MC control, SARSA and Q-learning, step by step