gluon
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AutoGluon: AutoML Toolkit for Deep Learning
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Aug 20, 2020 - Python
A clear, concise, simple yet powerful and efficient API for deep learning.
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Aug 13, 2019 - Jupyter Notebook
Well, Gumbel Distribution is magical. Basically, given a sequence of K logits, i.e., "\log a_1, \log a_2, ..., \log a_K" and K independent gumbel random variables, i.e., "g_1, g_2, ..., g_K". We have
\argmax_i \log a_i + g_i ~ Categorical({a_i / sum(a)})
This gives you a very simple way to sampl
A static, type inferred and embeddable language written in Rust.
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Aug 19, 2020 - Rust
Sandbox for training convolutional networks for computer vision
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Jul 23, 2020 - Python
Deep learning operations reinvented (for pytorch, tensorflow, chainer, gluon and others)
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Aug 9, 2020 - Python
Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
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Aug 20, 2020 - Python
Machine Learning University: Accelerated Natural Language Processing Class
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Aug 18, 2020 - Jupyter Notebook
Machine Learning University: Accelerated Computer Vision Class
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Aug 18, 2020 - Jupyter Notebook
Machine Learning University: Accelerated Tabular Data Class
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Aug 20, 2020 - Jupyter Notebook
An unofficial Gluon FR Toolkit for face recognition. https://gluon-face.readthedocs.io
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Apr 14, 2020 - Python
mlmodels : Machine Learning and Deep Learning Model ZOO for Pytorch, Tensorflow, Keras, Gluon models...
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Aug 20, 2020 - Jupyter Notebook
Single Path One-Shot NAS MXNet implementation with full training and searching pipeline. Support both Block and Channel Selection. Searched models better than the original paper are provided.
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Mar 27, 2020 - Python
.NET Standard bindings for Apache MxNet with Imperative, Symbolic and Gluon Interface for developing, training and deploying Machine Learning models in C#. https://mxnet.tech-quantum.com/
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Aug 3, 2020 - C#
kaggle Dog Breed Identification
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Nov 20, 2017 - Jupyter Notebook
A Deep Learning UCI-Chess Variant Engine written in C++ & Python
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Aug 19, 2020 - Jupyter Notebook
this simple tutorial will introduce how to use im2rec for mx.image.ImageIter , ImageDetIter and how to use im2rec for COCO DataSet
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Aug 21, 2018 - Python
A Gluon implement of Residual Attention Network. Best acc on cifar10-97.78%.
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Jun 12, 2019 - Python
Gluon to PyTorch deep neural network model converter
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Apr 16, 2020 - Python
Official implementation of "Explicit Interaction Model towards Text Classification"
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Feb 23, 2020 - Python
用python做计算机视觉,人工智能,机器学习,深度学习等
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Dec 24, 2017 - Jupyter Notebook
Korean English NMT(Neural Machine Translation) with Gluon
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Feb 28, 2018 - Jupyter Notebook
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Hi, thanks for the great code!
I wonder do you have plans to support resuming from checkpoints for classification? As we all know, in terms of training ImageNet, the training process is really long and it can be interrupted somehow, but I haven't notice any code related to "resume" in
scripts/classification/train_imagenet.py.Maybe @hetong007 ? Thanks in advance.