zackchase/label-shift

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Created over 6 years ago
Updated over 6 years ago

zackchase/label-shift

zackchase

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Detect, quantify, and correct for label shift with black box predictors. Guarantee included.

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.

Jupyter Notebook

python-wow

Python, so easy, wow!

mxnet-slides

Slides from MXNet tutorials

icu_rnn

Public repository for multilabel classification of medical diagnoses with LSTM RNNs

machine-learning-resources

A (possibly/eventually annotated?) collection of resources (books, demos, lectures, etc) that I personally like for various topics in machine learning.

label_shift

A simple algorithm to identify and correct for label shift.

Jupyter Notebook

gluon-slides

Slides from MXNet Gluon tutorials

reading-list

Tracking books that I {have, currently, or plan to} read

intrinsic-fear-dqn

Avoiding catastrophic failures in reinforcement learning by learning to shape rewards.

mxnet-docs

Staging ground for overhauling the MXNet documentation

Jupyter Notebook

PyRNN

A general purpose RNN library based on Python & theano.

beermind

excel-windows-mac-commands

A simple table to cross-reference MAC & PC commands for using MS Excel

LatentDirichletAllocation.jl

Implementation of Latent Dirichlet Allocation in Julia.

MusicPerception

A set of experiments to discover the intrinsic capacity of people to differentiate and rank pitch sets.

fast_multilabel

GPU-accelerated multilabel classification

fairness-dynamics

Numerical experiments examining various toy economic models relating to selection processes (e.g. hiring).

learning_permutations

A set of experiments to determine if it's possible to recover spatial (local) structure in data.