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Machine Learning

Machine Learning NLP Notes 

A brief timeline of NLP from Bag of Words to the Transformer family | by Fabio Chiusano | NLPlanet | Feb, 2022 | Medium

18 février 202220 février 2022 Francis Machine Learning, NLP

https://medium.com/nlplanet/a-brief-timeline-of-nlp-from-bag-of-words-to-the-transformer-family-7caad8bbba56

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Deep Learning Machine Learning Notes 

1907.10903 DropEdge: Towards Deep Graph Convolutional Networks on Node Classification

13 février 202220 février 2022 Francis Deep Learning, Graph, Machine Learning

https://arxiv.org/abs/1907.10903

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Machine Learning Notes 

Feature Propagation is a simple and surprisingly efficient solution for learning on graphs with missing node features | by Michael Bronstein | Feb, 2022 | Towards Data Science

12 février 202220 février 2022 Francis Graph, Machine Learning

https://towardsdatascience.com/learning-on-graphs-with-missing-features-dd34be61b06

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Machine Learning Notes PyCaret 

Bayesian Hyperparameter Optimization with tune-sklearn in PyCaret

11 février 202220 février 2022 Francis Machine Learning, PyCaret

https://medium.com/distributed-computing-with-ray/bayesian-hyperparameter-optimization-with-tune-sklearn-in-pycaret-a33b1592662f Bayesian Hyperparameter Optimization with tune-sklearn in PyCaret | by Antoni Baum | Distributed Computing with Ray – Medium Here’s

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Google AI Machine Learning Notes 

Google & J.P. Morgan Propose Advanced Bandit Sampling for Multiplex Networks

10 février 202220 février 2022 Francis Google AI, Machine Learning

https://syncedreview.com/2022/02/10/deepmind-podracer-tpu-based-rl-frameworks-deliver-exceptional-performance-at-low-cost-203/ Google & J.P. Morgan Propose Advanced Bandit Sampling for Multiplex Networks | Synced Graph neural networks (GNNs) have gained

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Hugging Face Machine Learning NLP Notes 

Improve high-value research with Hugging Face and Amazon SageMaker asynchronous inference endpoints | AWS Machine Learning Blog

10 février 202220 février 2022 Francis Hugging Face, Machine Learning, NLP

https://aws.amazon.com/fr/blogs/machine-learning/improve-high-value-research-with-hugging-face-and-amazon-sagemaker-asynchronous-inference-endpoints/

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Machine Learning NLP Notes 

yzpang/gold-off-policy-text-gen-iclr21

10 février 202220 février 2022 Francis Machine Learning, NLP

https://github.com/yzpang/gold-off-policy-text-gen-iclr21

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Machine Learning MLOps Notes 

28 January, 2022 07:19

28 janvier 202220 février 2022 Francis Machine Learning, MLOps

https://medium.com/@anushkhabajpai/mlops-best-resources-340b69615df2

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Deep Learning Machine Learning Notes 

Using Deepchecks to Instantly Evaluate ML Models | Towards Data Science

18 janvier 202220 février 2022 Francis Deep Learning, Machine Learning

https://towardsdatascience.com/the-newest-package-for-instantly-evaluating-ml-models-deepchecks-d478e1c20d04

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Hugging Face Machine Learning NLP Notes 

Hugging Face Tasks

18 janvier 202220 février 2022 Francis Hugging Face, Machine Learning, NLP

Hugging Face is the home for all Machine Learning tasks. Here you can find what you need to get started

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  • 29 June, 2022 21:32
  • Full article: Five components of social design: A unified framework to support research and practice
  • Researchers From INRIA France Propose ‘Pythae’: An Open-Source Python Library Unifying Common And State-of-the-Art Generative AutoEncoder (GAE) Implementations – MarkTechPost
  • GitHub – SelfExplainML/PiML-Toolbox: PiML (Python Interpretable Machine Learning) toolbox for model development and validation

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