Ravi Ranjan's repositories
Car-Damage-Detector
Code example demonstrating how to detect damage intensity of a damaged car using deep learning
Flask-NGINX-Gunicorn-Docker-Kubernetes
Step by step guide to deploy any machine learning prediction web API using Flask, Gunicorn, NGINX containerised in Docker on GCP Kubernetes engine.
capsule-text-kubeflow
capsulet networks ( for text ) on Kubeflow
data-analysis-in-examples
Set of notebooks complementing medium.com articles
Data-Science--Cheat-Sheet
Cheat Sheets
Deep-Learning-For-Hackers
Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
DVC-data-version-POC
POC for DVC data versioning
fairing
Python SDK for building, training, and deploying ML models
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
internal-acls
Repository used to main group ACLs used by Kubeflow developers
kubeflow-fairing-pipeline
Embed Kubeflow fairing inside Kubeflow pipeline
kubeflow-test
POC on train and deploy ML model using Kubeflow
LLM-Finetuning
LLM Finetuning with peft
llmops-conference-session
Presentation, Code and Notebooks used in the conference
manifests
A repository for Kustomize manifests
serving
A flexible, high-performance serving system for machine learning models
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners with Latest APIs
ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
website
Kubeflow's public website