Python multi-task-learning

Open-source Python projects categorized as multi-task-learning
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Topics: Deep Learning deep-reinforcement-learning Pytorch sentiment-analysis NLP
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Top 7 Python multi-task-learning Projects

  • EasyRec

    A framework for large scale recommendation algorithms.

    • Project mention: FLaNK Stack Weekly for 20 June 2023 | dev.to | 2023-06-20

    Recommendation Framework https://github.com/alibaba/EasyRec

  • prismer

    The implementation of "Prismer: A Vision-Language Model with Multi-Task Experts".

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • TTNet-Real-time-Analysis-System-for-Table-Tennis-Pytorch

    Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)

  • PCGrad

    Code for "Gradient Surgery for Multi-Task Learning"

  • EQTransformer

    EQTransformer, a python package for earthquake signal detection and phase picking using AI.

  • Pytorch-PCGrad

    Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"

  • tasksource

    Datasets collection and standardization preprocessings for NLP extreme multitask learning

    • Project mention: [D] What are notable advances in NLU? | /r/MachineLearning | 2023-05-19

    Technically, BERT (bert-base) is not sota anymore. deberta+MTT-DNN (multi-task learning on many datasets) https://ibm.github.io/model-recycling/ is arguably sota.

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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).

Python multi-task-learning related posts

Index

What are some of the best open-source multi-task-learning projects in Python? This list will help you:

Project Stars
1 EasyRec 1,492
2 prismer 1,288
3 TTNet-Real-time-Analysis-System-for-Table-Tennis-Pytorch 531
4 PCGrad 286
5 EQTransformer 281
6 Pytorch-PCGrad 265
7 tasksource 122

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