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1. samsinai/FLEXS samsinai/FLEXS Public

   Fitness landscape exploration sandbox for biological sequence design.

   Jupyter Notebook 170 23

2. Learning-to-Optimize Learning-to-Optimize Public

   An implementation of the 2016 meta-learning paper "Learning to Optimize" from the BAIR lab at Berkeley.

   Jupyter Notebook 27 7

3. pong-with-policy-gradients pong-with-policy-gradients Public

   Code for an intro to RL workshop. You'll be training a simple agent to play pong using policy gradients. Adapted from http://karpathy.github.io/2016/05/31/rl/

   Python 15 2

4. Making-Rational-Protein-Design-Artifically-Intelligent Making-Rational-Protein-Design-Artifically-Intelligent Public

   Our final project for Deep Learning in Discrete Optimization taught by Bill Cook. We developed an ML-based branching rule for solving Protein Design problems in Weighted Constraint Satisfaction form.

   C++ 3

5. Discourse Discourse Public

   Discourse - a study app based on natural language interactions.

   Python 3

6. merchant merchant Public

   A package manager for the Mercury logic programming language.

   Mercury 18