Machine Learning – Notes de Francis

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

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

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

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

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

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/

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

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

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

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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