Amit Kayal's repositories
akDeepLearningMaster
This repository contains self learning details on Deep Learning and CNN
huggingface-sagemaker-workshop-series
Enterprise Scale NLP with Hugging Face & SageMaker Workshop series
Transformer-NLP-Notebook
Code examples and jupyter notebooks for the Cohere Platform
Transformer-shared_colab_notebooks
A Repo to store the Google Colaboratory Notebooks that I have created and shared
yolos-sagemaker-serverless
In this repo you find sample code for deploying a YOLOS Object Detection with Hugging Face and SageMaker
Transformers-Tutorials-1
This repository contains demos I made with the Transformers library by HuggingFace.
assimilate-aws
A deep dive into programmatically mastering AWS
awesome-sagemaker
A curated list of references for Amazon SageMaker
Awesome-Transformer-Attention
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
aws-mlops-pipelines-terraform
MLOps on AWS using Amazon SageMaker Pipelines
Building-Python-Microservices-with-FastAPI
Building Python Microservices with FastAPI, published by Packt
CameraTraps
Tools for training and running detectors and classifiers for wildlife images collected from motion-triggered cameras.
dtu_mlops
Exercises and supplementary material for the machine learning operations course at DTU.
GPU_Docker_Deployment_HuggingFace_Summarization
Huggingface inference with GPU Docker on AWS
ML-Keeping-Learning
List of useful resources about Data, AI & Cloud
ML2022-Spring
**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring
mlops-hf-tf-vision-models
MLOps for Vision Models (TensorFlow) from 🤗 Transformers with TensorFlow Extended (TFX)
nn-zero-to-hero
Neural Networks: Zero to Hero
PyTorch_Lightning_Tutorials
Build and train Pytorch models and connect them to the ML lifecycle using Lightning App templates, without handling DIY infrastructure, cost management, scaling, and other headaches.
Questgen.ai
Question generation using state-of-the-art Natural Language Processing algorithms
ResourceBank_CV_NLP_MLOPS_2022
This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operations.
serverless-ml-course
Serverless ML Course for building AI-enabled Prediction Services from models and features
transformers-interpret
Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.