dmlc / gluon-cv

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Resuming from checkpoints for classification scripts

3

d-li14 commented Sep 24, 2018

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.

enhancement good first issue

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Any easier tutorial for custom object detection?

3

Open

How to use a trained params to predict?

9

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awslabs / autogluon

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resuming training

9

redhood95 commented Sep 14, 2020

How do i resume training for text classification?

enhancement good first issue help wanted nlp

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Plotting for model performance metrics (ROC curve, AUC, Precision-Recall)?

3

gluon-api / gluon-api

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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

Updated Aug 13, 2019
Jupyter Notebook

dmlc / gluon-nlp

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[Good First Issue] Add test cases for Truncated Gumbel

2

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

good first issue help wanted

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Extend bert/embedding.py with other pre-trained models

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Add usage example for fasttext subword embedding in Pre-trained Word Embeddings tutorial

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gluon-lang / gluon

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A static, type inferred and embeddable language written in Rust.

programming-language rust functional embeddable repl gluon type-inference

Updated Oct 15, 2020
Rust

osmr / imgclsmob

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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

Updated Oct 17, 2020
Python

arogozhnikov / einops

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Deep learning operations reinvented (for pytorch, tensorflow, chainer, gluon and others)

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Updated Sep 11, 2020
Python

aws-samples / aws-machine-learning-university-accelerated-nlp

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Machine Learning University: Accelerated Natural Language Processing Class

python machine-learning natural-language-processing deep-learning mxnet sklearn gluon

Updated Sep 5, 2020
Jupyter Notebook

awslabs / sockeye

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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

Updated Oct 16, 2020
Python

aws-samples / aws-machine-learning-university-accelerated-cv

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Machine Learning University: Accelerated Computer Vision Class

python machine-learning computer-vision deep-learning mxnet gluon gluoncv

Updated Sep 9, 2020
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aws-samples / aws-machine-learning-university-accelerated-tab

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Machine Learning University: Accelerated Tabular Data Class

python machine-learning deep-learning mxnet sklearn tabular-data gluon

Updated Aug 24, 2020
Jupyter Notebook

freifunk-gluon / gluon

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a modular framework for creating OpenWrt-based firmwares for wireless mesh nodes

c lua mesh-networks freifunk openwrt gluon hacktoberfest

Updated Oct 17, 2020
C

THUFutureLab / gluon-face

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An unofficial Gluon FR Toolkit for face recognition. https://gluon-face.readthedocs.io

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Updated Apr 14, 2020
Python

apollo-elements / apollo-elements

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Open

[create]: component-generator tagnames with subdir and dashes in them don't generate

bennypowers commented Oct 13, 2020

Package

@apollo-elements/create

Description

npm init @apollo-elements -- component should allow for creating components in subdirs with dashes in the name

Steps To Reproduce

run

bug good first issue hacktoberfest

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Replicate tests across packages

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Fast Support

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arita37 / mlmodels

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mlmodels : Machine Learning and Deep Learning Model ZOO for Pytorch, Tensorflow, Keras, Gluon models...

Updated Oct 2, 2020
Jupyter Notebook

tech-quantum / MxNet.Sharp

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.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

Updated Sep 27, 2020
C#

CanyonWind / Single-Path-One-Shot-NAS-MXNet

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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.

neural-network mxnet gluon neural-architecture-search shufflenet single-path-one-shot