Pinned Repositories
AIEngineering-AI-ML
Github repo to upload demo files of youtube videos and linkedin
data-engineering-zoomcamp
Free Data Engineering course!
huggingface-sagemaker-workshop-series
Enterprise Scale NLP with Hugging Face & SageMaker Workshop series
huggingface-transformer-blog
Public repo for HF blog posts
nlp_with_transformers
Jupyter notebooks for the Natural Language Processing with Transformers book
PlantSeedlingsClassification
Plant Seedlings Classification
probing-vision-transformer
Probing the representations of Vision Transformers.
Segmentation-Loss-Function-Pytorch
A collection of loss functions for medical image segmentation
serverless-patterns
Serverless patterns.
Transformers-Tutorials-1
This repository contains demos I made with the Transformers library by HuggingFace.
amitkayal's Repositories
amitkayal/awesome-open-mlops
The Fuzzy Labs guide to the universe of open source MLOps
amitkayal/MLOPS-ModelMonitoring
An end-to-end implementation of intent prediction with Metaflow and other cool tools
amitkayal/huggingface-transformer-blog
Public repo for HF blog posts
amitkayal/A-Flask-Web-App-for-automatic-text-summarization-using-SBERT
We will build a Flask web app that can input any long piece of information such as a blog or news article and summarize it into just five lines! Text summarization is an NLP(Natural Language Processing) task. SBERT(Sentence-BERT) has been used to achieve the same.
amitkayal/amazon-efs-developer-zone
amitkayal/AugLy
A data augmentations library for audio, image, text, and video.
amitkayal/aws-ekyc-sample
This is an "electronic know your customer" solution that is designed to help you fast-track your development of your own solution. It is not meant to be a production-ready solution, and will require further development and operational guardrails to be ready for production use.
amitkayal/classify-news-amazon-sagemaker-hugging-face
amitkayal/ComputerVision
The repository is dedicated towards the implementation of Computer Vision.
amitkayal/cough-against-covid
Code for the Cough Against COVID-19 (CAC) Project by Wadhwani AI
amitkayal/datasets
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
amitkayal/deit-tf
Includes PyTorch -> Keras model porting code for DeiT models with fine-tuning and inference notebooks.
amitkayal/DevSecOps
Ultimate DevSecOps library
amitkayal/ecco
Visualize, analyze, and explore NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).
amitkayal/finBERT
Financial Sentiment Analysis with BERT
amitkayal/GNNs-Recipe
A recipe to study Graph Neural Networks (GNNs)
amitkayal/HuggingFace
I am learning from Hugging Face.
amitkayal/huggingface-transformer-tokenizers
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
amitkayal/kairos_gpt3
amitkayal/lambda-powertools-coding-workshop
amitkayal/Machine-Learning-Engineering-with-MLflow
Machine Learning Engineering with MLflow, published by Packt
amitkayal/MachineLearning_DeepLearning
I will share about Machine Learning and Deep Learning.
amitkayal/Mastering-PyTorch
Mastering PyTorch, published by Packt
amitkayal/ml-with-audio
HF's ML for Audio study group
amitkayal/MLOps_project
amitkayal/notebooks
Notebooks using the Hugging Face libraries 🤗
amitkayal/processing-text-data
Presents an optimized Apache Beam pipeline for generating sentence embeddings (runnable on Cloud Dataflow).
amitkayal/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
amitkayal/recipe-deployment-microservices-containers
This repo will show How to break a monolithic into a microservice,deploy a microservice in local Docker Desktop ,in local Kubernetes Cluster ,in Azure Container Instances ,in Azure Kubernetes Cluster with and without ingress ,in Azure ContainerApps, in AWS Fargate, in AWS EKS
amitkayal/studio-lab-examples
Example notebooks for working with SageMaker Studio Lab. Sign up for an account at the link below!