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Yashasvi S. Ranawat's Projects

asset_3d icon asset_3d

Deployable text to 3D asset generator using [shap-e](https://github.com/openai/shap-e)

attention-gated-networks icon attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

bitcash icon bitcash

BitCash: Python 3 Bitcoin Cash Library (fork of ofek's Bit)

describe icon describe

DESCRIBE is a python package for creating machine learning descriptors for atomistic systems.

graph-mol icon graph-mol

Transformer Graph network for molecule property prediction

msd_pytorch icon msd_pytorch

A Pytorch implementation of the mixed-scale dense network described in https://doi.org/10.1073/pnas.1715832114

optimiser icon optimiser

Oprtimiser for mutli-dimension, multi-objective optimisation, using hard parito ranking.

ppafm icon ppafm

Classical force field model for simulating atomic force microscopy images.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pyvafm icon pyvafm

Python Virtual Atomic Force Microscope

runner icon runner

Tools to easly schedule atomistic simulation workflow

scicomp-docs icon scicomp-docs

Aalto scientific computing guide: former Triton user guide + more info

shap-e icon shap-e

Generate 3D objects conditioned on text or images

soapnn icon soapnn

Attempting to use Neural Network with SOAP

viabel icon viabel

Efficient, lightweight, variational inference approximation bounds

word-count icon word-count

Example project we use in the reproducibility and documentation lessons.

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