Jupyter Notebook huggingface

Open-source Jupyter Notebook projects categorized as huggingface
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Topics: Pytorch Machine Learning Transformers Deep Learning NLP
The modern identity platform for B2B SaaS
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Top 19 Jupyter Notebook huggingface Projects

  • skorch

    A scikit-learn compatible neural network library that wraps PyTorch

  • hands-on-llms

    🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴

    Project mention: Where to start | /r/mlops | 2023-09-13

    There are 3 courses that I usually recommend to folks looking to get into MLE/MLOps that already have a technical background. The first is a higher-level look at the MLOps processes, common challenges and solutions, and other important project considerations. It's one of Andrew Ng's courses from Deep Learning AI but you can audit it for free if you don't need the certificate: - Machine Learning in Production For a more hands-on, in-depth tutorial, I'd recommend this course from NYU (free on GitHub), including slides, scripts, full-code homework: - Machine Learning Systems And the title basically says it all, but this is also a really good one: - Hands-on Train and Deploy ML Pau Labarta, who made that last course, actually has a series of good (free) hands-on courses on GitHub. If you're interested in getting started with LLMs (since every company in the world seems to be clamoring for them right now), this course just came out from Pau and Paul Iusztin: - Hands-on LLMs For LLMs I also like this DLAI course (that includes Prompt Engineering too): - Generative AI with LLMs It can also be helpful to start learning how to use MLOps tools and platforms. I'll suggest Comet because I work there and am most familiar with it (and also because it's a great tool). Cloud and DevOps skills are also helpful. Make sure you're comfortable with git. Make sure you're learning how to actually deploy your projects. Good luck! :)

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • audio-diffusion

    Apply diffusion models using the new Hugging Face diffusers package to synthesize music instead of images.

  • daam

    Diffusion attentive attribution maps for interpreting Stable Diffusion.

  • minLoRA

    minLoRA: a minimal PyTorch library that allows you to apply LoRA to any PyTorch model.

  • browser-ml-inference

    Edge Inference in Browser with Transformer NLP model

  • huggingpics

    🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.

  • 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.

  • voice-assistant-whisper-chatgpt

    This repository will guide you to create your own Smart Virtual Assistant like Google Assistant using Open AI's ChatGPT, Whisper. The entire solution is created using Python & Gradio.

  • HugsVision

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

  • converse

    Conversational text Analysis using various NLP techniques

  • clip-italian

    CLIP (Contrastive Language–Image Pre-training) for Italian

  • aws-lambda-docker-serverless-inference

    Serve scikit-learn, XGBoost, TensorFlow, and PyTorch models with AWS Lambda container images support.

  • ganbert-pytorch

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

  • augmented-interpretable-models

    Interpretable and efficient predictors using pre-trained language models. Scikit-learn compatible.

  • predict-subreddit

    NLP model that predicts subreddit based on the title of a post

  • stable-diffusion-dreambooth-colab

    Dreambooth for colab

  • multi-label-sentiment-classifier

    How to build a multi-label sentiment classifiers with Tez and PyTorch

  • anime-or-not

    NLP model that determines whether a plot is anime enough

  • SagemakerHuggingfaceDashboard

    This is a solution that demonstrates how to train and deploy a pre-trained Huggingface model on AWS SageMaker and publish an AWS QuickSight Dashboard that visualizes the model performance over the validation dataset and Exploratory Data Analysis for the pre-processed training dataset.

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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). The latest post mention was on 2023-09-13.

Jupyter Notebook huggingface related posts

Index

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

Project Stars
1 skorch 5,614
2 hands-on-llms 2,209
3 audio-diffusion 645
4 daam 593
5 minLoRA 384
6 browser-ml-inference 294
7 huggingpics 249
8 voice-assistant-whisper-chatgpt 219
9 HugsVision 188
10 converse 176
11 clip-italian 169
12 aws-lambda-docker-serverless-inference 91
13 ganbert-pytorch 88
14 augmented-interpretable-models 38
15 predict-subreddit 31
16 stable-diffusion-dreambooth-colab 30
17 multi-label-sentiment-classifier 17
18 anime-or-not 14
19 SagemakerHuggingfaceDashboard 11

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