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Jamie Townsend's Projects

autograd icon autograd

Efficiently computes derivatives of numpy code.

bazel icon bazel

a fast, scalable, multi-language and extensible build system

crayjax icon crayjax

JAX implementation of vectorized rANS.

craystack icon craystack

Compression tools for machine learning researchers

dask icon dask

Versatile parallel programming with task scheduling

flax icon flax

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

iprofiler icon iprofiler

Interactive code profiling widget for IPython + Jupyter Notebook

jax icon jax

GPU- and TPU-backed NumPy with differentiation and JIT compilation.

jaxnet icon jaxnet

Alternative to TensorFlow2/Keras/PyTorch for more concise, robust and optimized deep learning code

pymanopt icon pymanopt

Python toolbox for optimization on manifolds with support for automatic differentiation

ssm-code icon ssm-code

Code for the paper "Lossless compression with state space models using bits back coding" - https://arxiv.org/abs/2103.10150

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

twenty-fifty icon twenty-fifty

The old web front end to the DECC 2050 Pathways Calculator Excel Model. The new code is at https://github.com/decc/twenty-fifty-new-look. See the old code working at: http://old-interface.2050.org.uk

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