Machinelearning

2021-02-05 09:32:25 Knover allows researchers and developers efficient training/inference of large-scale dialogue generation models.

Github: https://github.com/PaddlePaddle/Knover

Paper: https://arxiv.org/abs/2102.02096v1

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2021-02-04 09:50:22 WeNet open source, production first and production ready end-to-end (E2E) speech recognition toolkit

Github: https://github.com/mobvoi/wenet

Paper: https://arxiv.org/abs/2102.01547v1

Tutorial: https://github.com/mobvoi/wenet/blob/main/docs/tutorial.md

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2021-02-03 10:19:58 TRANSFER LEARNING FOR COMPUTER VISION TUTORIAL WITH PYTORCH


TUTORIAL: https://pytorch.org/tutorials/beginner/transfer_learning_tutorial.html

Github: https://github.com/pytorch/tutorials/blob/master/beginner_source/transfer_learning_tutorial.py

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2021-02-02 10:28:25 TFX Estimator Component Tutorial

https://tensorflow.google.cn/tfx/tutorials/tfx/components

Code: https://github.com/tensorflow/tfx/blob/master/docs/tutorials/tfx/components.ipynb

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2021-02-01 09:01:34 Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet, arxiv

Github: https://github.com/yitu-opensource/T2T-ViT

Paper: https://arxiv.org/abs/2101.11986

ImageNet training: https://github.com/pytorch/examples/tree/master/imagenet

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2021-01-30 09:32:21 Learning to Reason Over Tables from Less Data

Google research: https://ai.googleblog.com/2021/01/learning-to-reason-over-tables-from.html


Code: https://github.com/google-research/tapas

Colab: https://colab.research.google.com/github/google-research/tapas/blob/master/notebooks/tabfact_predictions.ipynb

Dataset: https://www.microsoft.com/en-us/download/details.aspx?id=54253

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2021-01-29 09:51:57 Bottleneck Transformer - Pytorch

Github: https://github.com/lucidrains/bottleneck-transformer-pytorch

Bottleneck Transformers : https://github.com/leaderj1001/BottleneckTransformers

Paper: https://arxiv.org/abs/2101.11605v1

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2021-01-27 10:07:16 TIN: Transferable Interactiveness Network

Github: https://github.com/DirtyHarryLYL/Transferable-Interactiveness-Network

HOI-Learning-List: https://github.com/DirtyHarryLYL/HOI-Learning-List

Paper: https://arxiv.org/abs/2101.10292v1

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2021-01-24 09:49:16 Machine Learning From Scratch In Python - Full Course With 12 Algorithms

Video:



Code: https://github.com/python-engineer/MLfromscratch/tree/master/mlfromscratch

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2021-01-23 10:15:10 Neural-Backed Decision Trees

Demo: https://research.alvinwan.com/neural-backed-decision-trees/

Github: https://github.com/alvinwan/neural-backed-decision-trees

Paper: https://arxiv.org/abs/2004.00221

Code: https://colab.research.google.com/github/alvinwan/neural-backed-decision-trees/blob/master/examples/load_pretrained_nbdts.ipynb

Dataset: https://pytorch.org/docs/stable/torchvision/datasets.html

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