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1. calibration_library calibration_library Public

   Pytorch library for model calibration metrics and visualizations as well as recalibration methods. In progress!

   Python 69 12

2. transfer_learning_rl transfer_learning_rl Public

   Transfer learning in deep reinforcement learning for continuous control. Implemented DDPG and TD3 algorithms and evaluated ability to adapt to changes in environment dynamics and new environments

   Python 12 2

3. DDPG_PER DDPG_PER Public

   Implementation of Deep Deterministic Policy Gradient (DDPG) with Prioritized Experience Replay (PER)

   Python 46 10

4. cnn_sentence_classification cnn_sentence_classification Public

   Convolutional neural networks for sentence sentiment classification and comparison with traditional NLP models

   Jupyter Notebook

5. PrOCTOR_analysis PrOCTOR_analysis Public

   Reproducing and extending results from PrOCTOR paper (Predicting Odds of Clinical Trial Outcomes using Random forest) via gradient boosting methods

   R 1 1

6. probabilistic_BLAST probabilistic_BLAST Public

   Local Sequence Alignment Tool for Probabilistic DNA databases

   Python