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1. Computer-Vision Computer-Vision Public

   Computer Vision @GTech MSCS

   Jupyter Notebook 7 1

2. Randomized-Optimization Randomized-Optimization Public

   Analysis (adurocher3-analysis.pdf) of four randomized optimization algorithms. Finding NNets weights, and solving non-linear problems.

   Jupyter Notebook

3. Machine-Learning Machine-Learning Public

   Performance analysis of Decisions Trees, Boosting & Bagging, KNN, Neural Network and Linear Regression algorithms. Over two Data Sets (meant-to-be) very different in nature and volume.

   Jupyter Notebook 2

4. Trading-Strategy Trading-Strategy Public

   Generate trading orders (BUY, SELL, NOTHING) using technical orders' rules based on historical data. Manual Strategy uses my modest intuition to find the optimal policy. QLearnerStrategy uses Machi…

   Jupyter Notebook 7 10

5. Deep-Learning Deep-Learning Public

   Deep Learning models with vanilla & PyTorch implementations. Projects, Research, Theory and homeworks

   Jupyter Notebook

6. Transformer Transformer Public

   Deep Learning project, Transformer with attention. PyTorch. (credits paper ref. https://arxiv.org/abs/1706.03762)

   Jupyter Notebook 1