xiong-qiao / cs282

Assignments for CS282 - Designing, Visualizing and Understanding Deep Neural Networks (Spring 2019) @ UC Berkeley

CS282

Assignments for CS282 - Designing, Visualizing and Understanding Deep Neural Networks (Spring 2019) @ UC Berkeley

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Assignment 1

Based on assignment 2, CS231n. Currently only Python 2.7 supported.

Assignment 2

Based on assignment 3, CS231n. Python 3.5 and 3.6 supported.

Assignment 3

Build an LSTM-based language model to generate news headlines then train a Transformer to summarize news articles. Python >= 3.5 supported. Simple to run in the Google Colab.

Assignment 4

Based on assignment 2 & 3 of CS294-112 Deep Reinforcement Learning at UC Berkeley. Python 3.5 and 3.6 supported.