Matthew Johnson (mattjj)

mattjj

Geek Repo

Company:Google

Location:San Francisco

Home Page:people.csail.mit.edu/~mattjj

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Matthew Johnson's repositories

autodidact

A pedagogical implementation of Autograd

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svae

code for Structured Variational Autoencoders

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pylds

some tools for gaussian linear dynamical systems

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pyhsmm-autoregressive

autoregressive plugin

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todo-bash

super-simple command-line todo tracking

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config-vim

my .vim

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autograd_linalg

improve scipy.linalg and corresponding autograd gradfuns

computation-thru-dynamics

Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.

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dex-lang

Research language for array processing in the Haskell/ML family

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dotfiles

my config files, especially .tmux.conf

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jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

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jax-md

Differentiable, Hardware Accelerated, Molecular Dynamics

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pypolyagamma

Fast C code for sampling Polya-gamma random variates. Builds on Jesse Windle's BayesLogit library.

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blog-benchmark-rwmetropolis

Code to reproduce the results of https://rlouf.github.io/post/jax-random-walk-metropolis/

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flax

Flax is a neural network library for JAX that is designed for flexibility.

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iree

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julia

The Julia Language: A fresh approach to technical computing.

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mpi4py-examples

mpi4py examples

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Theano

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic differentiation.

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