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1. Bayesian-Machine-Learning Bayesian-Machine-Learning Public

   Deriving Variational Inference and Expectation Maximization Algorithms From Scratch

   Jupyter Notebook

2. Natural-Language-Processing Natural-Language-Processing Public

   CNN, LSTM, GPT and Other NLP Models with PyTorch and Transformers

   Jupyter Notebook 1

3. Self-Supervised-Wrist-Gait-Characterization Self-Supervised-Wrist-Gait-Characterization Public

   Johnson & Johnson (contract): Signal Processing and Machine Learning for Gait Analysis on Terabytes of Wrist Sensor Data

   Jupyter Notebook 1

4. Repeat-Sales-Model-using-Distributed-Computing Repeat-Sales-Model-using-Distributed-Computing Public

   Federal Reserve: Forecasting Corporate Bond Returns With a Repeat Sales Model on 72 Distinct Billion-Item Matrices ~ 1TB

   R 1

5. Misc-Columbia-Projects Misc-Columbia-Projects Public

   Space Optimized Computer Vision, Performance of Deep Learning Systems, Algorithms, Spark/MapReduce, R Bookdown with D3 Interactive

   Jupyter Notebook

6. Machine-Learning Machine-Learning Public

   A Collection of Data Science and Machine Learning Projects Utilizing Scikit-Learn, TensorFlow, and R for Predictive Modeling, Time Series Analysis, and Statistical Methods.

   Jupyter Notebook 1