Zack Chase Lipton

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/.

Python, so easy, wow!

Slides from MXNet tutorials

Public repository for multilabel classification of medical diagnoses with LSTM RNNs

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

A simple algorithm to identify and correct for label shift.

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

Slides from MXNet Gluon tutorials

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

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

Staging ground for overhauling the MXNet documentation

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

A general purpose RNN library based on Python & theano.

deepx

Tool for building deep / recurrent neural network models for systematic fundamental investing.

Implementation of Latent Dirichlet Allocation in Julia.

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

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

Notebooks for MXNet

GPU-accelerated multilabel classification

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

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

personal website

A simple set of experiments to get going with tensor flow.

No description.

Implementation of "Semantically Decomposing the Latent Spaces of Generative Adversarial Networks"

Dance Dance Convolution dataset tools and models

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

No description.

Numpy main repository

Experiments exploring the reversibility of neural networks

A simple utility to load toy datasets into memory.

Keyboard / Browser based synthesizer

Open source software library for numerical computation using data flow graphs.

Lazy updating for multilabel stochastic gradient descent.

SGD with proximal updates and AdaGrad, exploiting feature and label sparsity.

Code for CSE221 System Benchmarking Project

No description.

No description.

Implementation of dynamic soft label stacking algorithm

preferred configurations for vim, sublime, etc.

raga experiment

Simple Audio IO in Julia

Machine Learning framework for supervised learning.

text mining on pubmed abstracts

prototype for collaborative audio notation tool

Calab server

Simulations for R-way cuts

Interface to annotate audio for supervised machine learning.

Mining FDA data for unknown adverse drug events

CRF Python