jemisjoky
Physicist and machine learning scientist. I work a lot with tensor networks.
@zapatacomputingMontreal, QC
Pinned Repositories
Continuous-uMPS
ContracTN
Flexible and backend-agnostic tensor network framework based on opt_einsum and NetworkX
exp_tracker
Script wrapper which records experimental information and passes to Slurm
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
mat-decomp-2.math-bootcamp.github.io
Main Blog Repository for the Math Bootcamp
STensor
Overflow-resistant extension of the Pytorch Tensor class
tensorized_mps_poster
Poster about tensorizing MPS, written for DeepMath 2019
TorchMPS
PyTorch toolbox for matrix product state models
umps_code
u-MPS implementation and experimentation code used in the paper Tensor Networks for Probabilistic Sequence Modeling (https://arxiv.org/abs/2003.01039)
uniform_mps
Notes on the use of uniform MPS for language modeling
jemisjoky's Repositories
jemisjoky/TorchMPS
PyTorch toolbox for matrix product state models
jemisjoky/umps_code
u-MPS implementation and experimentation code used in the paper Tensor Networks for Probabilistic Sequence Modeling (https://arxiv.org/abs/2003.01039)
jemisjoky/uniform_mps
Notes on the use of uniform MPS for language modeling
jemisjoky/ContracTN
Flexible and backend-agnostic tensor network framework based on opt_einsum and NetworkX
jemisjoky/STensor
Overflow-resistant extension of the Pytorch Tensor class
jemisjoky/tensorized_mps_poster
Poster about tensorizing MPS, written for DeepMath 2019
jemisjoky/Continuous-uMPS
jemisjoky/exp_tracker
Script wrapper which records experimental information and passes to Slurm
jemisjoky/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
jemisjoky/mat-decomp-2.math-bootcamp.github.io
Main Blog Repository for the Math Bootcamp
jemisjoky/opt_einsum
⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
jemisjoky/personal_site
Personal website
jemisjoky/tensor_train_RNN
Clean repo for tensor-train RNN implemented in TensorFlow
jemisjoky/UnsupGenModbyMPS
code for Unsupervised Generative Modeling using Matrix Product States