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Jonathan Larkin's Projects

bayesalpha icon bayesalpha

Bayesian models to compute performance and uncertainty of returns and alpha.

fastai icon fastai

The fastai deep learning library, plus lessons and and tutorials

graph2tree icon graph2tree

Code for Graph-to-Tree Learning for Solving Math Word Problems (ACL 2020)

group-lasso icon group-lasso

Group Lasso implementation following the scikit-learn API

image-caption-generation-using-fastai icon image-caption-generation-using-fastai

Implemented image caption generation method propossed in Show, Attend, and Tell paper using the Fastai framework to describe the content of images. Achieved 24 BLEU score for Beam search size of 5. Designed a Web application for model deployment using the Flask framework.

ipython-sql icon ipython-sql

%%sql magic for IPython, hopefully evolving into full SQL client

jibo-teleop icon jibo-teleop

A repository that contains messages for the Jibo robot, a teleop interface to manually send messages, and scripts for common teleop interactions

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

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