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3d-machine-learning

A resource repository for 3D machine learning

abstractive-text-summarization

PyTorch implementation/experiments on Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond paper.

awesome-mobility-machine-learning-contents

Machine Learning / Deep Learning Contents in Mobility Industry(Transportation)

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

crop_yield_prediction

Crop Yield Prediction with Deep Learning

cs581-database-management

This project evaluates ride-sharing algorithms on spatio-temporal data. The data in this case represents nearly 700 million trips in New York City.

dagger

Reinforcement Learning -- Imitation Learning, Behavior Cloning, DAgger (Data Aggregation)

deep-learning-cheat-sheets

Cheat Sheet - RNN and CNN

deepul

devops-master-class

Learn Devops with Docker, Kubernetes, Terraform, Ansible, Jenkins and Azure Devops

distracted-driver-detection

Final Report

drl3

fairseq-transliteration.ipynb

gans-in-action

Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

imitation-dagger

[Reimplementation Ross et al 2011] An implementation of DAGGER using ConvNets for driving from pixels.

iros2019-paper-list

IROS2019 paper list from PaopaoRobot

lara2018

This repository is intended to develop the work supported by the Latin America Research Awards 2018.

learn

Neuro-symbolic interpretation learning (mostly just language-learning, for now)

lowresource-nlp-bootcamp-2020

The website for the CMU Language Technologies Institute low resource NLP bootcamp 2020

machine_learning_examples

A collection of machine learning examples and tutorials.

multimodal-deep-q-network-for-social-human-robot-interaction

Multimodal Deep Q-Network (MDQN) for modelling human-like social intelligence.

nn4nlp-code

Code Samples from Neural Networks for NLP

nscl-pytorch-release

PyTorch implementation for the Neuro-Symbolic Concept Learner (NS-CL).

probnmn-clevr

Code for ICML 2019 paper "Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering" [long-oral]

pysyft

A library for encrypted, privacy preserving machine learning

pytorch-deep-learning

Deep Learning (with PyTorch)

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_experiments

Auto Encoders in PyTorch