nabarunbaruaaiml Goto Github PK

accelerate-transformers-example

aiops-mlflow-pytorch-multistep-workflow

AIOps-mlflow-pytorch-multistep-workflow

atcc_yolov5

ATCC Yolov5

awesome-mlops

A curated list of references for MLOps

basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.

bert-extractive-summarizer

Easy to use extractive text summarization with BERT

bert_ner

Bert Implementation of NER

cml_with_dvc_on_transformer_nlp

Continous Machine Learning Pipline Implementation with DVC on Transformers with WANDB

conversationalbot

Conversational Bot

data-science--cheat-sheet

Cheat Sheets

deep-learning-remote-runner

docker-and-kubernetes

Commands ans Tricks over Docker and Kubernetes

document-ai-transformers

easyocr

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

esrgan

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.

extendedtinyfaces

Detecting and counting small objects - Analysis, review and application to counting

facemaskdetection

gpu-docker-deployment-text-summarization

Text Summarization using Transformer on GPU Docker Deployment

healthver

hybrid-compute-python-manage-vm

Getting Started with Compute - Manage Virtual Machines using Python on Azure Stack hybrid cloud https://docs.microsoft.com/en-us/python/azure

kernl

Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

knowledge-distillation-transformers-pytorch-sagemaker

kubernetes-setup-for-production

Some Guides to setup Kubernetes for Production Environment

meta_learning

Meta Learning the Huggingface way

mlflow_experiment

nabarunbaruaaiml

About Nabarun Barua

nlp_cml_deployment_pipeline_on_kubernetes

This is a continuation to the repository (https://github.com/nabarunbaruaAIML/CML_with_DVC_on_Transformer_NLP) with the deployment pipeline on EC2/Azure using Docker and Kubernetes.

ocr_from_image

OCR From Images

olm-datasets

Pipeline for pulling and processing online language model pretraining data from the web

onnx_model_size_compression

Just a simple pythonic way of reducing the onnx converted model. This implementation is based on a tip by the Team ONNX .