Shaheryar(Shery) Khan's repositories
actions-ml-cicd
A Collection of GitHub Actions That Facilitate MLOps
amazon-ec2-user-guide
The open source version of the Amazon EC2 User Guide for Linux. To submit feedback or requests for changes, submit an issue or make changes and submit a pull request.
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
aws-serverless-workshops
Code and walkthrough labs to set up serverless applications for Wild Rydes workshops
chaos_project_structure
using this repository to test a folder structure I would like to follow for my data science project
fastbook
Draft of the fastai book
flask_api
Creating a Machine Learning API using Flask - Repository for AV Article
fraud-detection-using-machine-learning
Setup end to end demo architecture for predicting fraud events with Machine Learning using Amazon SageMaker
GassistPi
Google Assistant for all RPi Boards
Hierarchical_Clustering_TimeSeries
Hierarchical Clustering Linkage for time series data
homebrew-custom
repo to install custom/old packages on home-brew
kdb
Companion files to kdb+ and q
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
ml-pipeline-generator-python
ML Pipeline Generator is a tool for generating end-to-end pipelines composed of GCP components so that any customer can easily migrate their local ML models onto GCP and start realizing the benefits of the cloud quickly.
mlops-amazon-sagemaker-devops-with-ml
Workshop content for applying DevOps practices to Machine Learning workloads using Amazon SageMaker
NASA-Jet-Engine-RUL-Prediction-Notebook
Prediction of Remaining Useful Life (RUL) of NASA Turbofan Jet Engine using libraries such as Numpy, Matplotlib and Pandas. Prediction is done by training a model using Keras (TensorFlow).
Predictive-Maintenance-of-Aircraft-Engine
In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.
qPython
interprocess communication between Python and kdb+
rul_codes_open
This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.
scikit-feature
open-source feature selection repository in python
tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Turbofan-engine-RUL-prediction
RUL prediction for C-MAPSS dataset, reproduction of this paper: https://personal.ntu.edu.sg/xlli/publication/RULAtt.pdf
turbofan-remaining-life-prediction
Remaining Useful Life (RUL) prediction for Turbofan Engines
weibull-knowledge-informed-ml
Using knowledge-informed machine learning on the PRONOSTIA (FEMTO) and IMS bearing data sets. Predict remaining-useful-life (RUL).
Windows-Cython-Compiler
Work done on compiling cython scripts on Windows