jemisjoky

Jacob Miller's repositories

TorchMPS

PyTorch toolbox for matrix product state models

Language:PythonMIT134 7 13

umps_code

u-MPS implementation and experimentation code used in the paper Tensor Networks for Probabilistic Sequence Modeling (https://arxiv.org/abs/2003.01039)

Language:PythonMIT19 20

uniform_mps

Notes on the use of uniform MPS for language modeling

Language:TeX3 10

ContracTN

Flexible and backend-agnostic tensor network framework based on opt_einsum and NetworkX

Language:PythonMIT2 10

STensor

Overflow-resistant extension of the Pytorch Tensor class

Language:PythonApache-2.02 20

tensorized_mps_poster

Poster about tensorizing MPS, written for DeepMath 2019

1 10

Continuous-uMPS

Language:PythonApache-2.0010

exp_tracker

Script wrapper which records experimental information and passes to Slurm

Language:PythonMIT010

jax

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

Language:PythonApache-2.0000

mat-decomp-2.math-bootcamp.github.io

Main Blog Repository for the Math Bootcamp

Language:CSSMIT000

opt_einsum

⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.

Language:PythonMIT000

personal_site

Personal website

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tensor_train_RNN

Clean repo for tensor-train RNN implemented in TensorFlow

Language:Jupyter Notebook000

UnsupGenModbyMPS

code for Unsupervised Generative Modeling using Matrix Product States

Language:PythonMIT000