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Christopher Daigle's Projects

courseinr icon courseinr

A series of lectures, exercises, and general work for a semester's course in R programming

covid-19-data icon covid-19-data

An ongoing repository of data on coronavirus cases and deaths in the U.S.

cs224n icon cs224n

Stanford CS224n: Natural Language Processing with Deep Learning, Winter 2020

diplomacy_cicero icon diplomacy_cicero

Code for Cicero, an AI agent that plays the game of Diplomacy with open-domain natural language negotiation.

gpt_from_scratch icon gpt_from_scratch

Build a Generatively Pretrained Transformer by following Andrej Karpathy tutorial

islr-python icon islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

islr.jl icon islr.jl

JuliaLang version of "An Introduction to Statistical Learning: With Applications in R"

ml-coursera-python-assignments icon ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

nanogpt icon nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

nicharuc_topic_modeling icon nicharuc_topic_modeling

Understanding key topics being discussed in text data via Latent Dirichlet Allocation - Optimization for Human Interpretability

pytorch_for_dl icon pytorch_for_dl

Notes and projects from the course PyTorch for Deep Learning with Python Bootcamp from Jose Portilla

pytorchnlpbook icon pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

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