Discover @mcherukara Open Source projects

Mathew Cherukara (@mcherukara)

mcherukara

Stars
69
Global Rank 271,735 (Top 10 %)
Followers 30
Following 1
Registered over 9 years ago
Most used languages

Jupyter Notebook
87.5 %

Python
12.5 %

PtychoNN

Deep learning of ptychographic imaging

Jupyter Notebook

CDI_NN

A pair of deep convolutional enoder-decoder networks that take 2D diffraction data and output the corresponding structure and phase

Jupyter Notebook

FT_mnist

CNN classifier on the Fourier Transform of MNIST data with >95% accuracy

Jupyter Notebook

CDI_image_reconstruction

Python implementation of image reconstruction from X-ray imaging data

Jupyter Notebook

CALMS

Retrieval and tool-augmented language models for science

Jupyter Notebook

voxelize_and_binning

Scripts that voxelize 3D/2D data and plot heat maps/3D volumes

vae_latent_space

Study latent space dimensionality on reconstruction accuracy in variational autoencoders using Keras and Tensorflow

Jupyter Notebook

Deep_Learning_Perovskites

Companion repo to "Deep learning the properties of inorganic perovskites"

Jupyter Notebook