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gluon
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AutoGluon: AutoML Toolkit for Deep Learning
data-science
machine-learning
natural-language-processing
computer-vision
deep-learning
mxnet
scikit-learn
distributed-computing
pytorch
image-classification
lightgbm
ensemble-learning
object-detection
transfer-learning
structured-data
gluon
automl
automated-machine-learning
catboost
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Sep 13, 2020 - Python
A clear, concise, simple yet powerful and efficient API for deep learning.
deep-learning
neural-network
neural-networks
gluon
deep-learning-tutorial
deep-learning-framework
imperative-programming
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Aug 13, 2019 - Jupyter Notebook
sxjscience
commented
Aug 14, 2020
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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Sep 6, 2020 - Rust
Sandbox for training convolutional networks for computer vision
machine-learning
deep-learning
neural-network
mxnet
chainer
tensorflow
keras
pytorch
classification
imagenet
image-classification
segmentation
human-pose-estimation
pretrained-models
gluon
cifar
semantic-segmentation
3d-face-reconstruction
tensorflow2
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Jul 23, 2020 - Python
Deep learning operations reinvented (for pytorch, tensorflow, chainer, gluon and others)
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Sep 11, 2020 - Python
Machine Learning University: Accelerated Natural Language Processing Class
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Sep 5, 2020 - Jupyter Notebook
Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
machine-learning
deep-neural-networks
translation
deep-learning
mxnet
machine-translation
transformer
seq2seq
neural-machine-translation
sequence-to-sequence
gluon
attention-mechanism
encoder-decoder
attention-model
sequence-to-sequence-models
attention-alignment-visualization
attention-is-all-you-need
sockeye
transformer-architecture
transformer-network
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Sep 11, 2020 - Python
Machine Learning University: Accelerated Computer Vision Class
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Sep 9, 2020 - Jupyter Notebook
Machine Learning University: Accelerated Tabular Data Class
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Aug 24, 2020 - Jupyter Notebook
An unofficial Gluon FR Toolkit for face recognition. https://gluon-face.readthedocs.io
mxnet
face-recognition
pretrained-models
gluon
loss-functions
sphereface
center-loss
arcface
cosine-loss
gluoncv
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Apr 14, 2020 - Python
camstuart
commented
Feb 2, 2019
mlmodels : Machine Learning and Deep Learning Model ZOO for Pytorch, Tensorflow, Keras, Gluon models...
python
nlp
machine-learning
computer-vision
deep-learning
model-zoo
tensorflow
sklearn
nlu
keras
pytorch
hyperparameter-optimization
gluon
automl
textcnn
gluonnlp
mlflow
optuna
torchhub
mlmodels
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Sep 8, 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/
machine-learning
deep-learning
neural-network
mxnet
image-classification
object-detection
gluon
csharp-bindings
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Sep 11, 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 🦜
python
open-source
machine-learning
chess-engine
deep-learning
mxnet
artificial-intelligence
mcts
gluon
lichess
convolutional-neural-network
alphago
python-chess
alphazero
crazyhouse
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Sep 10, 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
converter
machine-learning
deep-neural-networks
deep-learning
mxnet
pytorch
densenet
resnet
gluon
darknet
dual-path-networks
onnx
densenet-pytorch
nasnet
pytorch-converter
dualpath-network
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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
python
opencv
machine-learning
deep-neural-networks
computer-vision
deep-learning
mxnet
numpy
artificial-intelligence
vgg
densenet
resnet
alexnet
gluon
googlenet
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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.