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deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

deeprl-grounding

Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)

deeprl-informationextraction

Code for the paper "Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning" http://arxiv.org/abs/1603.07954

deeprlhacks

Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)

deeprosetta

An universal deep learning models conversor

deepscm

Repository for Deep Structural Causal Models for Tractable Counterfactual Inference

deepsense

Deepsense: a unified deep learning framework for time-series mobile sensing data processing.

deepsense-1

Deep CNN on Android

deepskeleton

:racehorse:code for cvpr2016 paper "Object Skeleton Extraction in Natural Images by Fusing Scale-associated Deep Side Outputs"

deepsketchhashing

Deep Sketch Hashing source code

deepspark

Deeplearning framework running on Spark

deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

deepspeech.mxnet

A MXNet implementation of Baidu's DeepSpeech architecture

deepspeech.pytorch

Speech Recognition using DeepSpeech2 and the CTC activation function. Edit

deepspell

a Deep Learning based Speller

deepsphere-pytorch

DeepSphere: a graph-based spherical CNN (PyTorch)

deepstack-leduc

Example implementation of the DeepStack algorithm for no-limit Leduc poker

deepsurv

deepsvg

Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.

deepteach

DeepTeach - the Interactive Deep Image Classifier Builder

deepterrainrl

terrain-adaptive locomotion skills using deep reinforcement learning

deeptextspotter

deeptextures

Code to synthesise textures using convolutional neural networks as described in Gatys et al. 2015 (http://arxiv.org/abs/1505.07376)

deeptracking

Source code of DeepTracking research project

deeptraffic

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

deeputteranceaggregation

Code and sample data accompanying our COLING 2018 paper

deepvariant

DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.

deepvideoanalytics

Analyze videos, perform detections, index frames & detected objects, search by examples

deepvideodeblurring

S. Su, M. Delbracio, J. Wang, G. Sapiro, W. Heidrich, O. Wang. Deep Video Deblurring. CVPR 2017, Spotlight (to appear)

deepview

An implementation of Google's Deepview paper https://augmentedperception.github.io/deepview/