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Nalini Singh's Projects

6.867-acrobot-time-hopping icon 6.867-acrobot-time-hopping

Deep Q network trained with time hopping to solve the Acrobot control problem. MIT Fall 6.867 2016 Final Project.

ants icon ants

Advanced Normalization Tools (ANTs)

athack2016 icon athack2016

:microphone: Sample Node.js Application for the IBM Watson Speech to Text Service

cloudpred icon cloudpred

Predicting Individual Outcome From Heterogeneous Point Clouds

gaussian-splatting icon gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

hst.953-aki-prediction icon hst.953-aki-prediction

Investigating the relationship between mean arterial pressure and acute kidney injury in septic patients using the MIMIC-III Database. MIT HST.953 Fall 2016 Final Project.

interlacer icon interlacer

Joint Frequency and Image Space Learning for MRI Reconstruction and Analysis

magenta icon magenta

Magenta: Music and Art Generation with Machine Intelligence

mars icon mars

Discovering novel cell types across heterogenous single-cell experiments

modl icon modl

MoDL: Model-Based Deep Learning Architecture for Inverse Problems

mri-variationalnetwork icon mri-variationalnetwork

Source code to our paper: "Learning a Variational Network for Reconstruction of Accelerated MRI Data"

neuromoco icon neuromoco

Data Consistent Deep Rigid MRI Motion Correction

saliency icon saliency

TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques

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