pytorch
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Learn how to responsibly deliver value with ML.
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May 10, 2021 - Jupyter Notebook
Clone a voice in 5 seconds to generate arbitrary speech in real-time
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May 14, 2021 - Python
The fastai deep learning library
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May 17, 2021 - Jupyter Notebook
PyTorch Tutorial for Deep Learning Researchers
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Apr 6, 2021 - Python
Image-to-Image Translation in PyTorch
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May 6, 2021 - Python
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pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
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Mar 18, 2021 - Jupyter Notebook
Visualizer for neural network, deep learning, and machine learning models
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May 16, 2021 - JavaScript
🚀 Feature
Detect UninitializedParameter and run one batch/sample before fitting.
Motivation
Pytorch now accepts 'lazy' layers with UninitializedParameter.
However, this seems to cause a memory error in PL at when we start the trainer because it attempt to estimate the memory usage:
RuntimeError: Can't access the shape of an uninitialized parameter. This error usually happen
Change tensor.data to tensor.detach() due to
pytorch/pytorch#6990 (comment)
tensor.detach() is more robust than tensor.data.
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
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May 17, 2021 - Python
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
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May 2, 2021
ncnn is a high-performance neural network inference framework optimized for the mobile platform
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May 17, 2021 - C++
深度学习入门开源书,基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
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May 16, 2021 - Jupyter Notebook
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
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May 7, 2021 - Python
YOLOv5 in PyTorch > ONNX > CoreML > TFLite
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May 17, 2021 - Python
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
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May 17, 2021 - Python
Geometric Deep Learning Extension Library for PyTorch
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May 17, 2021 - Python
A very simple framework for state-of-the-art Natural Language Processing (NLP)
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May 16, 2021 - Python
New Operator
Describe the operator
Why is this operator necessary? What does it accomplish?
This is a frequently used operator in tensorflow/keras
Can this operator be constructed using existing onnx operators?
If so, why not add it as a function?
I don't know.
Is this operator used by any model currently? Which one?
Are you willing to contribute it?
An open-source NLP research library, built on PyTorch.
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May 17, 2021 - Python
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.
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May 17, 2021 - Python
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
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May 16, 2021 - Python
I'm using mxnet to do some work, but there is nothing when I search the mxnet trial and example.
Face Analysis Project on MXNet and PyTorch
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May 17, 2021 - Python
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)
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Mar 14, 2021 - Jupyter Notebook
Natural Language Processing Tutorial for Deep Learning Researchers
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May 2, 2021 - Jupyter Notebook
Bringing Old Photo Back to Life (CVPR 2020 oral)
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Apr 2, 2021 - Python
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
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May 7, 2021
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Hello I was thinking it would be of great help if I can get the time offsets of start and end of each word .
Motivation
I was going through Google Speech to text documentation and found this feature and thought will be really amazing if i can have something similar here.