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