Discover nateraw/applied-ml-examples Open Source project

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Created almost 2 years ago
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Temporary repo to put some applied ML examples

stable-diffusion-videos

Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts

Python

4,404

huggingpics

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

Jupyter Notebook

275

Lda2vec-Tensorflow

Tensorflow 1.5 implementation of Chris Moody's Lda2vec, adapted from @meereeum

Python

107

download-musiccaps-dataset

Download the MusicCaps dataset for music captioning

Jupyter Notebook

singing-songstarter

Sing an idea ➡️ AI music sample🔥🎶

Python

replicate-examples

Python

huggingface-sync-action

GitHub action that'll sync files from a GitHub Repo with the Hugging Face Hub 🤗

Python

openai-vision-api-for-videos

Extract information, summarize, ask questions, and search videos using OpenAI's Vision API 🚀🎦

Jupyter Notebook

huggingface-datasets-converter

Scripts to convert datasets from various sources to Hugging Face Datasets.

Python

animegan-v2-for-videos

Apply AnimeGAN-v2 across frames of a video clip

Jupyter Notebook

hf-hub-lightning

A PyTorch Lightning Callback for pushing models to the Hugging Face Hub 🤗⚡️

Python

spaces-docker-templates

🚀🤗 A collection of templates for Hugging Face Spaces

Dockerfile

huggingface-hub-examples

Examples using 🤗 Hub to share and reload machine learning models

Jupyter Notebook

roast-or-toast-bot

A fun (yet toxic) twitter bot that uses GPT-3 to either roast 😈 or toast 🥂 a tweet if you mention it in the replies

Python

voice-cloning

Make Kanye sing any song ya want 🎤🔥

Jupyter Notebook

huggingface-vit-finetune

Finetune Google's pre-trained ViT models from HuggingFace's model hub.

Python

modelcards

📝 Utility to create, edit, and publish model cards on the Hugging Face Hub. [**Now lives in huggingface_hub**]

Jupyter Notebook

Tensorflow-for-NLP

These are the files from my Tensorflow for NLP playlist on YouTube

Python

encoded-video

Utilities for working with videos

Python

lambdacloud

An unofficial Python client library for Lambda Lab's Cloud Computing Platform

Python

hf-text-classification

Python

modal-examples

Apps that run on modal.com

Python

spaces-template

A 🔥 cookiecutter template for building Hugging Face Spaces

azureml-examples

aiart-blog

pytorch-lightning-azureml

Narrow the gap between research and production 😎

Python

host-a-blog-on-huggingface-spaces

How to host a blog on 🤗

Python

my-huggingface-repos

A command center for multiple Hugging Face repos. Files are synced with the Hub.

Python

tabular-anomaly-detection

Python

azureml-pipelines

Example pipelines using AzureML SDKv1. 👷‍♀️ WIP

Python

discord-image-captioning-bot

A Discord bot for captioning images

Python

lightning-vision-transformer

🖼 + 🤖 = 🧠

Python

background-remover

🖼 ️A Gradio app to remove the background from an image

Python

huggingpics-explorer

A streamlit app for exploring image search results from HuggingPics

Python

quickdraw-pytorch

Train a simple CNN on the "Quick, Draw!" dataset using Google Colab

Jupyter Notebook

pytorchvideo-classification

A first look at PyTorch for Video Classification

Python

huggingface-detr-finetune

Python

lightning-pretrain-hf

Python

huggingface-image-datasets

Learn how to share Image datasets on Huggingface's Hub.

Python

spotify-pedalboard-demo

🚧 WIP Streamlit Demo of Spotify's Pedalboard 🚧

Python

lita-colab

Colab Notebook for Nvidia's LITA: Language Instructed Temporal-Localization Assistant

Jupyter Notebook

naterawdotcom

My personal website/blog, made with Quarto

Jupyter Notebook

test-spaces-app

a dummy hugging face spaces app for testing

Python

helpful-snippets

An interactive app with some snippets I've found helpful

Python

pytorchvideo-accelerate

Distributed training of video action recognition models with pytorchvideo and Hugging Face accelerate

Python

azure-web-app-test

lightning-cats-and-dogs

Python

spaces-lfs-workflow

Workflow that syncs code from GitHub and stores LFS files on HF

Python

map-vs-generator-issue

dump of some files

Python

image-generation

Python

auto-anything

Playing with ideas to include/reference code on Huggingface's hub. Experimental!

Python

BeautifulSauce

BeautifulSoup's saucy sibling!

test-colab-pr-action

fastpages-blog

colab-pr-action

test_doc_builder

playground for me to figure out hugging face doc builder + related github actions

github-action-playground

Dummy repo to play with github actions. Ignore me :)

gradio-guides

Python

test-space-lfs

Python

azure-devops-flask

A simple template for deploying Flask apps with CI/CD to Azure DevOps

Python

speech-to-code

When mom says we have an OpenAI Codex at home

Jupyter Notebook

cats_vs_dogs

Python

pytorch-lightning-examples

Place for me to keep my personal Pytorch Lightning examples/notebooks

Resume

An overly complicated way to write your resume

HTML

vision-datasets-viewer

Python

nateraw

vsc2022-dataset-visualizer

Simple streamlit app to explore DrivenData's vsc2022 competition dataset

Python

vision

Jupyter Notebook

nateraw/applied-ml-examples

nateraw

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