Jupyter Notebook Bert

Open-source Jupyter Notebook projects categorized as Bert
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Topics: NLP Pytorch Transformers Natural Language Processing Deep Learning
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Top 20 Jupyter Notebook Bert Projects

  • nlp-tutorial

    Natural Language Processing Tutorial for Deep Learning Researchers

  • Transformers-Tutorials

    This repository contains demos I made with the Transformers library by HuggingFace.

    • Project mention: AI enthusiasm #6 - Finetune any LLM you want💡 | dev.to | 2024-04-16

    Most of this tutorial is based on Hugging Face course about Transformers and on Niels Rogge's Transformers tutorials: make sure to check their work and give them a star on GitHub, if you please ❤️

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  • pytorch-sentiment-analysis

    Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

  • adapters

    A Unified Library for Parameter-Efficient and Modular Transfer Learning

  • Transformer-Explainability

    [CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

  • FinBERT

    A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097 (by yya518)

  • OpenAI-CLIP

    Simple implementation of OpenAI CLIP model in PyTorch.

    • Project mention: Simple Implementation of OpenAI Clip (Tutorial) | news.ycombinator.com | 2024-02-21

  • SaaSHub

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  • indonlu

    The first-ever vast natural language processing benchmark for Indonesian Language. We provide multiple downstream tasks, pre-trained IndoBERT models, and a starter code! (AACL-IJCNLP 2020)

  • adaptnlp

    An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

  • bert-sklearn

    a sklearn wrapper for Google's BERT model

  • tf-metal-experiments

    TensorFlow Metal Backend on Apple Silicon Experiments (just for fun)

  • HugsVision

    HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

  • ganbert-pytorch

    Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

  • tf-transformers

    State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).

  • ToLD-Br

    Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis

    • Project mention: Toxicity in Tweets using a BERT model | dev.to | 2024-04-11

    The dataset is based on ToLD-Br, which is a huge dataset of tweets (or is it Xeets now?) that contains some additional info such as a classification if the text contains homophobia, obscenity, insults, racism, misogyny and xenophobia. The dataset for the competition, however, is a simple toxicity column.

  • BERT-for-Mobile

    Compares the DistilBERT and MobileBERT architectures for mobile deployments.

  • German-NER-BERT

    German NER on Legal Data using BERT

  • emotion-classifier

    An attention-based BiLSTM for emotion classification.

  • will-sh3-b33

    Will you ever find love?

  • netbert

    📶 NetBERT: a domain-specific BERT model for computer networking.

  • 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 Bert related posts

  • How to annotate compound words to build NER models?

    1 project | /r/LanguageTechnology | 31 May 2023

  • [discussion] Anybody Working with VITMAE?

    1 project | /r/MachineLearning | 31 Mar 2023

  • [Discussion] Information Extraction with LayoutLMv2

    1 project | /r/MachineLearning | 30 Dec 2021

  • Which lightweight BERT model would you recommend with TensorFlow.js on React Native?

    3 projects | /r/deeplearning | 7 Sep 2021

  • [P] German NER on Legal Data using BERT

    1 project | /r/MachineLearning | 12 Jul 2021

  • [P] German NER on Legal Data using BERT

    1 project | /r/MachineLearning | 12 Jul 2021

  • GAN-BERT to resolve class imbalance; error in the / my code. Any ideas how to resolve this?

    1 project | /r/MLQuestions | 20 May 2021
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    www.influxdata.com | 10 May 2024
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Index

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

Project Stars
1 nlp-tutorial 13,735
2 Transformers-Tutorials 7,875
3 pytorch-sentiment-analysis 4,236
4 adapters 2,407
5 Transformer-Explainability 1,668
6 FinBERT 524
7 OpenAI-CLIP 520
8 indonlu 490
9 adaptnlp 414
10 bert-sklearn 293
11 tf-metal-experiments 265
12 HugsVision 188
13 ganbert-pytorch 88
14 tf-transformers 84
15 ToLD-Br 34
16 BERT-for-Mobile 29
17 German-NER-BERT 7
18 emotion-classifier 6
19 will-sh3-b33 3
20 netbert 3

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