Sharabh Shukla's repositories
ml-ops-ci
MLOps example
aws-lambda-chalice-tutorial
This repository contains my first attempt at using chalice for creating a RestAPI using AWS lambda
pythonic--software-design
This repository contains codes and examples of software design patterns in python
Fastapi-apprunner-demo
This is a small demo application for deploying on AWS App runner
YouTubeLI
Github repo to upload demo files of youtube videos and linkedin
End-to-End-Time-Series
This repository hosts code for my Time Series videos part of playlist here - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5cK0QRQxeJd6GrQvhAtpBK
bayesian-load-forecasting
This repository contains notebooks for bayesian structural time series modelling
cortex_kube_demo_seeds_classfier
This repository contains code base for deploying seeds classifier ML model, using cortex ML on GKE. It also contains a code for load testing of the deployed api using locust
fastapi_with_celery_worker
This repository contains stack for fastapi with celery workers
fastapi_simple_security
API-key based security utilities for FastAPI, focused on simplicity of use
seeds_classifier_fastapi
This repository contains restfull api deployment using fastapi for seeds classification ML model
tabular
Tabular data approaches
seeds_classifier
This repository contains models for classification on seeds datasset
openems
OpenEMS - Open Source Energy Management System
fastapi-traefik-server
This is a repository for a simple api in FastAPI with traefik on the frontend
hcrystalball
A library that unifies the API for most commonly used libraries and modeling techniques for time-series forecasting in the Python ecosystem.
windml
The windML framework provides an easy-to-use access to wind data sources within the Python world, building upon numpy, scipy, sklearn, and matplotlib. Renewable Wind Energy, Forecasting, Prediction
2Dconv_pub
Predicting time series with a 2D convolution network
tsmoothie
A python library for time-series smoothing and outlier detection in a vectorized way.
keras-tcn
Keras Temporal Convolutional Network.
leak-detect
Detect leakages in machine learning datasets using complex numbers and NANs
atspy
AtsPy: Automated Time Series Models in Python (by @firmai)
Boruta-Shap
A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.
iris-flower-classifier
🌸 Python module for classifying Iris flower species.