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Phil's Projects

3d-bin-packing icon 3d-bin-packing

Use a hybrid solver to use the minimum number of bins to pack items with different dimensions

bayeshmm icon bayeshmm

Full Bayesian Inference for Hidden Markov Models

causal-graphs icon causal-graphs

Repository for a workshop on Causal Graphs at the MZES Social Science Data Lab

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

garmindb icon garmindb

Python scripts for parsing Garmin Connect, FitBit CSV, and MS Health CSV files into and manipulating data in Sqlite DBs.

patient2vec icon patient2vec

Embedding Complexity In the Data Representation Instead of In the Model (arXiv:1802.04233)

pypharma_nlp icon pypharma_nlp

A repository for the code used at the PyPharma Conference NLP Turorial.

pytorch-bayesiancnn icon pytorch-bayesiancnn

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

qiskit-textbook icon qiskit-textbook

A university quantum algorithms/computation course supplement based on Qiskit

quantum-mechanics---the-theoretical-minimum icon quantum-mechanics---the-theoretical-minimum

Here are my solutions to problems. I also include my "class notes", at the bottom of the page. They fill in many details not made explicit in the book but which helped my understanding.The Notes include solutions to a few additional problems.

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