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ml-lab's Projects

recurrentshop icon recurrentshop

Framework for building complex recurrent neural networks with Keras

recursivenn icon recursivenn

Tensorflow implementation of Recursive Neural Networks using LSTM units

rednet-pytorch icon rednet-pytorch

PyTorch Implementation of image Restoration Using Very Deep Convolutional Encoder-Decoder Networks with Symmetric Skip Connections (NIPS 2016)

redtail icon redtail

AI framework for autonomous mobile robotics.

refinedet icon refinedet

Single-Shot Refinement Neural Network for Object Detection

refinenet icon refinenet

RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation

reflex-vty icon reflex-vty

Build terminal applications using functional reactive programming (FRP) with Reflex FRP.

regan icon regan

ReGAN: Sequence GAN using RE[INFORCE|LAX|BAR] based PG estimators

regl-cnn icon regl-cnn

Digit recognition with Convolutional Neural Networks in WebGL

regretful-agent icon regretful-agent

PyTorch code for CVPR 2019 paper: The Regretful Agent: Heuristic-Aided Navigation through Progress Estimation

reinforce-paraphrase-generation icon reinforce-paraphrase-generation

This repository contains the data and code for the paper "An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation" (EMNLP2019).

reinforcejs icon reinforcejs

Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)

reinforcement-learning-1 icon reinforcement-learning-1

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

relation-autoencoder icon relation-autoencoder

this is the code used in the paper "Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations"

relation-network icon relation-network

keras implementation of [A simple neural network module for relational reasoning](https://arxiv.org/pdf/1706.01427.pdf)

relational-gcn icon relational-gcn

Keras-based implementation of Relational Graph Convolutional Networks

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