amazon-sagemaker-from-idea-to-production

cc-voltage-project

A repository that contains the codes for the experiments performed in the published paper "Capacity and Internal Resistance of lithium-ion batteries: Full degradation curve prediction from Voltage response at constant Current at discharge".

data-driven-prediction-of-battery-cycle-life-before-capacity-degradation

Code for Nature energy manuscript

e2e-mlops

[DEPRECATED] Demo repository implementing an end-to-end MLOps workflow on Databricks. Project derived from dbx basic python template

examples

mac-migs-extended-project

This repository contains the codes for feature generation, selection and model building.

mlbookcamp-code

The code from the Machine Learning Bookcamp book and a free course based on the book

mlops-stacks

ncr-data-dashboard

This dashboard showcases the distribution of chargepoints in the UK.

pulse-project

In this study, we provided a proof of concept for building machine-learning models capable of predicting the EOL, RUL, and whether a cell has passed the EOL using a single Hybrid Pulse Power Characterization (HPPC) test data that span across nine different cathode chemistries.

pypiexample

rasheed19

My personal repository

rethink-presentation

This repository contains code for the app "Rethink presentation" that helps researchers to produce publication-grade figures and tables.

rrct-modification

A modified RRCT algorithm implemented in Python based on the original implementation of A. Tsanas

shiny-sales-dashboard

This dashboad showcases how to reactively render KPIs and plots using shiny Python library.

signature-project

This repository contains the codes for all the experiments performed in the paper 'Early prediction of Remaining Useful Life for Lithium-ion cells using only signatures of voltage curves at 4 minute sampling rates'.

streamlit-geospatial

A multi-page streamlit app for geospatial

streamlit-option-menu

streamlit-option-menu is a simple Streamlit component that allows users to select a single item from a list of options in a menu.

template-e2e-batch

A copier template repository for a e2e batch ZenML MLOps pipeline.

template-starter

Templates for your base ZenML projects!

vertex-ai-automl-pipeline

Vertex AI e2e pipeline with classification problem case using AutoML.

vertex-ai-custom-pipeline

Vertex custom training with Vertex AI using a prebuilt Docker container and BigQuery source data.

vertex-ai-samples

Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud