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doddaiah's Projects

deepnl icon deepnl

Deep Learning for Natural Language Processing

deeprl icon deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

deeprl-agents icon deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

deepspeech icon deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

densepose icon densepose

A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body

diracnets icon diracnets

Training Very Deep Neural Networks Without Skip-Connections

dqn-tensorflow icon dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

drl icon drl

Deep RL Algorithms implemented for UC Berkeley's CS 294-112: Deep Reinforcement Learning

eg16_tutorial icon eg16_tutorial

Demo material for the EG16 tutorial on "Deep learning for 3D shape analysis"

facets icon facets

Visualizations for machine learning datasets

fastai icon fastai

The fastai deep learning library, plus lessons and and tutorials

fb.resnet.torch icon fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

fbcunn icon fbcunn

Facebook's extensions to torch/cunn.

gluon-api icon gluon-api

A clear, concise, simple yet powerful and efficient API for deep learning.

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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