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Machinelearning

@ai_machinelearning_big_data

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Machinelearning

320K subscribers

Machinelearning

River: machine learning for streaming data in Python

https://github.com/online-ml/river

Paper: https://arxiv.org/abs/2012.04740v1

Online machine learning: https://www.wikiwand.com/en/Online_machine_learning

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GitHub - online-ml/river: 🌊 Online machine learning in Python

🌊 Online machine learning in Python. Contribute to online-ml/river development by creating an account on GitHub.

❤1

6.65K views07:24

Machinelearning

Forwarded from Artificial Intelligence

Implementation of Adam and AMSGrad Optimizers

Project: https://lab-ml.com/labml_nn/optimizers/adam.html

AMSGrad: https://lab-ml.com/labml_nn/optimizers/amsgrad.html

GitHub: https://github.com/lab-ml/nn

Full list: https://lab-ml.com/labml_nn/index.html

@ArtificialIntelligencedl

7.06K views08:45

Machinelearning

A Rising Library Beating Pandas in Performance

https://www.kdnuggets.com/2020/12/rising-library-beating-pandas-performance.html

Dataset: https://www.kaggle.com/colinmorris/reddit-usernames

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A Rising Library Beating Pandas in Performance

This article compares the performance of the well-known pandas library with pypolars, a rising DataFrame library written in Rust. See how they compare.

8.23K views06:50

Machinelearning

Forwarded from Data Science

Beginning Anomaly Detection Using Python-Based Deep Learning.pdf

Beginning Anomaly Detection Using Python-Based Deep Learning: With Keras and PyTorch

@datascienceiot

8.55K views06:59

Machinelearning

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ViP-DeepLab: Learning Visual Perception with Depth-aware Video Panoptic Segmentation

Github: https://github.com/joe-siyuan-qiao/ViP-DeepLab

Dataset: http://semantic-kitti.org

Paper: https://arxiv.org/abs/2012.05258v1

@ai_machinelearning_big_data

7.13K viewsedited 09:20

Machinelearning

Fairscale is a PyTorch extension library for high performance and large scale training for optimizing training

Github: https://github.com/facebookresearch/fairscale

Documentation: https://fairscale.readthedocs.io/en/latest/

Tutorials: https://fairscale.readthedocs.io/en/latest/tutorials/index.html

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GitHub - facebookresearch/fairscale: PyTorch extensions for high performance and large scale training.

PyTorch extensions for high performance and large scale training. - facebookresearch/fairscale

7.17K viewsedited 07:39

Machinelearning

Real-Time High-Resolution Background Matting

https://grail.cs.washington.edu/projects/background-matting-v2/

Github: https://github.com/PeterL1n/BackgroundMattingV2

Paper: https://arxiv.org/abs/2012.07810v1

Video: https://www.youtube.com/watch?v=oMfPTeYDF9g

@ai_machinelearning_big_data

6.95K viewsedited 09:05

Machinelearning

RLax -useful building blocks for implementing reinforcement learning agents

Github: https://github.com/deepmind/rlax

deepmind article: https://deepmind.com/blog/article/using-jax-to-accelerate-our-research

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GitHub - google-deepmind/rlax

Contribute to google-deepmind/rlax development by creating an account on GitHub.

6.49K views07:11

Machinelearning

Multi-worker training with Keras

https://www.tensorflow.org/tutorials/distribute/multi_worker_with_keras

Code: https://github.com/tensorflow/docs/blob/master/site/en/tutorials/distribute/multi_worker_with_keras.ipynb

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Multi-worker training with Keras | TensorFlow Core

6.64K viewsedited 07:11

Machinelearning

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting.

Github: https://github.com/zhouhaoyi/Informer2020

Paper: https://arxiv.org/abs/2012.07436v1

@ai_machinelearning_big_data

7.15K views10:22

Machinelearning

Sketch-Generation-with-Drawing-Process-Guided-by-Vector-Flow-and-Grayscale

Github: https://github.com/TZYSJTU/Sketch-Generation-with-Drawing-Process-Guided-by-Vector-Flow-and-Grayscale

Paper: https://arxiv.org/abs/2012.09004

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7.56K views07:31

Machinelearning

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🌐 Optimization Algorithms in Neural Networks

https://datascience-enthusiast.com/DL/Optimization_methods.html

Most used optimizers: https://www.theaidream.com/post/optimization-algorithms-in-neural-networks

@ai_machinelearning_big_data

8.03K views07:50

Machinelearning

Learning Continuous Image Representation with Local Implicit Image Function.

https://yinboc.github.io/liif/

Github: https://github.com/yinboc/liif

Video: https://www.youtube.com/watch?v=6f2roieSY_8

Paper: https://arxiv.org/abs/2012.09161

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7.25K views07:54

Machinelearning

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🔮 An end-to-end machine learning project with Python Pandas, Keras, Flask, Docker and Heroku

Article: https://towardsdatascience.com/an-end-to-end-machine-learning-project-with-python-pandas-keras-flask-docker-and-heroku-c987018c42c7

Habr Ru: https://habr.com/ru/company/skillfactory/blog/534078

Code: https://github.com/RyanEricLamb/rugby-score-prediction

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👍1

8.6K views11:05

Machinelearning

🎇 TensorFlow Tutorial

https://datascience-enthusiast.com/DL/Tensorflow_Tutorial.html

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7.89K views08:11

Machinelearning

YolactEdge: Real-time Instance Segmentation on the Edge

Github: https://github.com/haotian-liu/yolact_edge

Demo: https://www.youtube.com/watch?v=GBCK9SrcCLM

Paper: https://arxiv.org/abs/2012.12259

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22.7K views07:57

Machinelearning

Feature Selection with Stochastic Optimization Algorithms

https://machinelearningmastery.com/feature-selection-with-optimization/

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7.22K views06:48

Machinelearning

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🔥 DeiT: Data-efficient Image Transformers

Gittub: https://github.com/facebookresearch/deit

Facebook’s research: https://ai.facebook.com/blog/data-efficient-image-transformers-a-promising-new-technique-for-image-classification/

Paper: https://arxiv.org/abs/2012.12877v1

Vision Transformer: https://github.com/lucidrains/vit-pytorch

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👍1

7.96K views09:48

Machinelearning

🌐 Global Context Networks

Github: https://github.com/xvjiarui/GCNet

Paper: https://arxiv.org/abs/2012.13375v1

@ai_machinelearning_big_data

7.02K viewsedited 10:05

Machinelearning

Check the data science channel there you will find a lot of articles, links and advanced researches .
Join and learn hot topics of data science @opendatascience

6.83K views13:04