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18337

18.337 - Parallel Computing and Scientific Machine Learning

dim

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

harb.github.io

humannerf

HumanNeRF turns a monocular video of moving people into a 360 free-viewpoint video.

learntrajdep

code for learning trajectory dependencies for human motion prediction

mean-teacher

A state-of-the-art semi-supervised method for image recognition

mtheme

A modern LaTeX Beamer theme

pot

POT : Python Optimal Transport

psmnet

Pyramid Stereo Matching Network (CVPR2018)

quaternet

Proposes neural networks that can generate animation of virtual characters for different actions.

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

realistic-ssl-evaluation

Open source release of the evaluation benchmark suite described in "Realistic Evaluation of Deep Semi-Supervised Learning Algorithms"

segment_transparent_objects

Data and code for ECCV2020 paper 'Segmenting Transparent Objects in the Wild'

srnn

Symplectic Recurrent Neural Networks

tensorflow

An Open Source Machine Learning Framework for Everyone

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

wsi_utils