Discover DARK-art108/GCP-MLops-Pipeline Open Source project

🌿Classify Cotton Leaf Disease Images between Fresh or Diseased using Tensorflow Transfer Learning and Deploy it using a flask web server and Streamlit.🍂

Cotton-Leaf-Disease-Detection

TellTodo is a Todo-List Telegram Bot which saves your daily task!!

TellTodo

Text Summarization using Transformer on GPU Docker Deployment

GPU-Docker-Deployment-Text-Summarization

Some Guides to setup Kubernetes for Production Environment

Kubernetes-Setup-for-Production

MegatronBot

MegatronBot is a Full-Fledged ChatBot with some awesome Powers 🔥🔥

A Video Analytics Dashboard for detecting and tracking multiple objects using YoloV5 & Deepsort

DetectNow.ai

Created A GraphQL API Server with Apollo, Node.js, MongoDB. Jwt Authentication, Cursor Pagination, DB Query Batching & Caching.

GraphQL-Apollo-Server-with-Node.js-MongoDB---GraphQL-API

Pretraining Roberta on Marathi using TPU and JAX, Flax and Optax

Pretraining-Roberta-on-Marathi-on-Jax-and-TPU

Assesment for INeuron DevOps Pro Job Assistance, Only for the people enrolled in INeuron Devops Pro Course and applied in Job Assistance Program!

DevOps-Pro-Assessment

DARK-art108

A Short Introduction About me!!🥰

3d-webapp-Kubernetes

Deployed a 3D static webapp on Kubernetes Cluster, just a small demo on how to deploy static webapp!

CSS

Text-Generation-using-Reformer

Natural Language Generation using Reformer is a Transformer model for longer sequences

Built a High-Quality MCQ Generator Using GPT-3

High-Quality-MCQ-Generator-Using-GPT-3

A quick exercise to learn git

git-tutorial

Insurance-Prediction-with-Spark-Kafka

Predicting the Insurance Prices using real time data streaming using Kafka and Spark Streaming

Vodka is a NLP Template for starting a Transformer based Modular Project's, It is currently building!

Vodka

Detect Wheat Heads Using Faster-RCNN and YoloV4 🌾🌾

Wheat-Head-Detection

A powerful image search using CLIP (Contrastive Language-Image Pre-Training) + Vision Transformer (VIT)

Image-Search-Using-CLIP-VIT

Corona Virus Live Tracker and Advice .

Corona-Virus-Live-Tracker

Kotlin

Data-Science-Articles

Best Data Science Medium ,Analytics Vidya ,TDS Articles :)

Feast-Feature-Store

Setting Up Feast for ML Model

Generating Caption from Videos using LSTM

Vedio-Captioning-Using-LSTM

Serving NLP Models using Seldon Core on Kubernetes

Seldon-Core-Kubernetes-Serving

Hyperparameter Tuning done on Random Forest Classifier using Hyperopt over Pima Diabetes Dataset!!

Hyperparameter-Tuning-using-Hyperopt

Testing out FastAPI+GraphQL+Sqlalchemy+Docker-Compose

FastAPI-GraphQL-Sqlalchemy

A repository which contains learning of python for devops

python-devops

A basic deployment of Nginx Server

Nginx-Server

Planting-Grass-Everyday

A quick example to showcase cron job using github actions

flask-example

flask example for docker

Dockerfile

git-cmds

A small guide to most used git cmds

LightNotes

Manage your Daily Task and Events lightly with LightNote's 💡🚀

Kotlin

Reddit-Clone

Reddit Clone built using Next.js

TypeScript

Artistic-style-transfer-CNN

Getting started with Prometheus Monitoring

prometheus-101

YoloR-Deepsort-lane-detection-and-Counting

Real Time Lane Detection + Lane Line Generation + Object Detection + Object Counting (DeepSort, YoloR)

This Repository helps you to setup RedHat OpenShift on AWS

OpenShift-Setup

yonk

A cli-utility to streamline data science work by creating templates

This repository is all about How to use Langchain+LLMS+Vector Datastores for various NLP task

Langchain-101

A repository to get into gitops using argocd

argocd-gitops

DVC-NLP

Creating a End to End NLP Pipeline using DVC

Initialize Empty S3 using Terraform

s3_terraform_scripts

HCL

Kaggle-Helpers

My always imports & reusable functions for maximum Kaggle competitions

Commands ans Tricks over Docker and Kubernetes

JUETCTF21-Writeups

Docker-and-Kubernetes

Macos-Portfolio

My Interactive Portfolio in a MacOS Touch

TypeScript

Machine-Learning-on-Alpine-Image

This repository have a ML application on Docker Alpine Image which is based on Machine Learning Enviroment

Building NLP Pipelines with ONNX and making a comparison with Pytorch Inference Pipelines

NLP-Transformers-pipelines-with-ONNX

Real Time Data Drift Monitoring Using Prometheus, Grafana, Prefect and Evidently

ML-ModeL-Monitoring

Generate Headlines from News Text using T5 Transformer

Generate-News-Headline-from-News-Article-using-T5-Transformer-and-Pytorch

Handling Missing Values Through various Techniques

Feature_Engineering-Part-2

Detecting Various PCB Components

PCB-Components-Detection

A bing scrapper written in golang

golang-bing-scrapper

Working-with-AWS-Sagemaker

Exploring Aws Services

This Repository contains code of my talk for tracking experiment using mlflow at The Machine Learning Company

MLFlow-Demo

A repo for s3 boto3 configs

boto3-python

Listing some basic Ansible Playbooks!

Ansible-Playbook-and-Inventory

Wandb-and-Hydra-in-Pytorch

WanDB Sweeps and Hydra Configration for Pytorch

A Repository for Testing the Brand New GitHub Codespaces 🛩

CodeSpaces-Github-Testing

Working-with-PySpark-Scala-ML

Working with PySpark with Scala and Machine Learning

CircleCI is One of the most Powerful Tool to Setup Integration and Delivery Pipelines!!

CI-CD-Demostration

Repository holds the code for creating a CRUD API through Mux in Go

Go-CRUD-API

Github-Actions-Tutorial

A repo to explain GitHub-Actions in a easy way!

Jenkins-to-ECR

Testing jenkins and ECR

Some Important ansible playbooks

Ansible-Playbooks-Collection

Rapids-AI-on-MNIST

Accelerating the Performance on GPU using Rapids.ai cuml and cudf

🌳Detect your Surrounding Using YoloV4 Object Detection🚀🛸!!

YoloV4-Object-Detection

This Repository implements the NeuralNets in Tensorflow with wine quality Regression Data.

Tensorflow-Neural-Nets-Regression

Implemetation of some Graph Algo :)

Graphs

C++

Wine-Quality-with-Mlops

Building a Mlflow Pipeline for Cloud Deployments

Random Forest Claasification with GridSearchCV Optimization

Random-Forest-Claasification-with-GridSearchCV-Optimization

A tutorial for RedHat OpenShift

OpenShift-Handbook

FinBox-NLP-Exercise

An NLP Exercise

Experimenting on Pyspark-SQL and Spark-ML

Pyspark-Practice

Unet-Torch-Implementation

Unet++ in Torch

MNIST Digit Classifier Ranked me to Top 3% in Kaggle Digit Recognizer Competetion!!

Digit-Recognizer-using-CNN-tensorflow

My Personal Blog created on gatsby with React.js.Checkout Link🥰🥰🥰

TechBlog

Working with Mlops Tools like Mlflow,Kubeflow and others

Mlops-with-Wafer

Makefile

MLOPS

A repository for ML Devops tools like Kubeflow, Sagemaker and many more

Go-API

A simple Rest-API with multiple routes written in golang

JoJoGAN-One-Shot-Face-Stylization-with-W-B-and-Gradio

JoJoGAN: One Shot Face Stylization

Hyperparameter tuning using Sklearn Pipelines

Introduction-to-ml-Piplines-and-Params-tuning-using-Pipeline-and-GridSearchCV

Some Important concept in building multi-stage CI/CD pipelines

Jenkins-101

KMeans-Clustering

This Repo is the implementation of KMeans Clustering in Which Elbow Method is used to find K values.

Official Website for LOSDC

LOSDC

🚀A Basic GraphQL API written in JS and uses GraphQL-Yoga.🧘‍♂️

GraphQL-API

This repository contains the yaml for testing the Reloader component in Kubernetes

Reloader-K8s

meshctl

🔥 Meshctl is a very basic CLI app that greets you, It is written in Go with Cobra and Viper🐹

Hello-World-Springboot-App

A basic SpringBoot Hello World Application

Java

feedback-prize-english-language

Backbone: 5 x DeBerta and Head: Rapids SVR

GraphQL-Python

GraphQL API with Python

Xgboost Hyperparameter Tuning

Xgboost-Hyperparameter-Tuning

Putting Transformer on AWS Lambda making them serverless

Transformers-on-AWS-Lambda

A simple and minimal server side url-shortner in golang.

go-url-shortner

TFX-Components

A repositroy of my explorations over TFX, TFDV and TFServings

A repo for the tutorial explaining the benefits of DVC and DAGsHub, using the classification of questions for the Cross Validated statistics Stack Exchange as an example problem

DAGsHub-Tutorial

Some operation to learn UT and CC in Go!!

Unit-Testing-and-Code-Coverage-in-Golang

PCA-Dimensionality-Reduction

PCA

Used Pegasus by GoogleAI for Extractive Summarization

Extractive-Sumarization-using-Pegasus