Jupyter Notebook representation-learning

Open-source Jupyter Notebook projects categorized as representation-learning
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Topics: Deep Learning Pytorch Machine Learning Python Data Science
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Top 7 Jupyter Notebook representation-learning Projects

  • simclr

    SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

  • SimCLR

    PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations (by sthalles)

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  • ast

    Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer". (by YuanGongND)

  • open-metric-learning

    Library for metric learning pipelines and models.

  • uni2ts

    Unified Training of Universal Time Series Forecasting Transformers

    • Project mention: Moirai: A Time Series Foundation Model for Universal Forecasting | news.ycombinator.com | 2024-03-25

    Code is available! https://github.com/SalesforceAIResearch/uni2ts

  • entity-embed

    PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.

  • PAWS-TF

    Minimal implementation of PAWS (https://arxiv.org/abs/2104.13963) in TensorFlow.

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Jupyter Notebook representation-learning related posts

  • Positive and Negative Sampling Strategies for Representation Learning in Semantic Search

    2 projects | /r/LanguageTechnology | 25 Mar 2023

  • [D] Why is random cropping necessary in SimCLR?

    1 project | /r/MachineLearning | 30 Sep 2022

  • [R] Deep Learning with a Small Training Batch (or Lack Thereof). Part 1

    5 projects | /r/MachineLearning | 29 Aug 2022

  • [D] Current trends in computer vision related to unsupervised learning

    2 projects | /r/MachineLearning | 6 Aug 2022

  • Self-Supervised Contrastive Learning model for video dataset?

    1 project | /r/learnmachinelearning | 16 Feb 2022

  • [P] Choosing a self-supervised learning framework that's easy to use

    4 projects | /r/MachineLearning | 18 Jan 2022

  • [D] What is meant by width in the SimCLRv2 paper?

    2 projects | /r/MachineLearning | 6 Sep 2021
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    www.saashub.com | 10 May 2024
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Index

What are some of the best open-source representation-learning projects in Jupyter Notebook? This list will help you:

Project Stars
1 simclr 3,937
2 SimCLR 2,121
3 ast 1,011
4 open-metric-learning 771
5 uni2ts 427
6 entity-embed 138
7 PAWS-TF 43

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