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A pedagogical implementation of Autograd
code for Structured Variational Autoencoders
some tools for gaussian linear dynamical systems
super-simple command-line todo tracking
improve scipy.linalg and corresponding autograd gradfuns
Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.
Research language for array processing in the Haskell/ML family
my config files, especially .tmux.conf
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Differentiable, Hardware Accelerated, Molecular Dynamics
Fast C code for sampling Polya-gamma random variates. Builds on Jesse Windle's BayesLogit library.
Code to reproduce the results of https://rlouf.github.io/post/jax-random-walk-metropolis/
Flax is a neural network library for JAX that is designed for flexibility.
The Julia Language: A fresh approach to technical computing.
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.