AbinavRavi

Federated-learning-MI

Federated learning using Pysyft and Duet for Medical Imaging example

Machine-Learning-IN2064

AbinavRavi.github.io

My Website

MLopsHackathon

MLops Hackathon MLOPS summer school Oct 19

dockerized-LLM

A dockerized version of LLaMA or MPT30B model so that it can be inferred as a web service using fastAPI

100-days-of-code

My 100 days of Code projects and notes

bark

cycleMRI

A simple Cycle GAN implementation to generate T2 images from T1C MRI images

dcm-anon

Pure Python DCM Anonymizer

endpoint-profiler

A simple wrapper of profiler for FastAPI endpoints

feast

Feature Store for Machine Learning

go-microservice

A learning microservice implementation from https://www.youtube.com/watch?v=Uc6osXOqSAE&list=PL5dTjWUk_cPY_xPnFbWWmoFCjvqrDDfh3&index=2

kaggle

Every project that I do in kaggle

kickstart.nvim

A launch point for your personal nvim configuration

login-rust

A login service backend coded in rust completely

MlFlow-intro

Intro to MLflow tutorial based on https://towardsdatascience.com/experiment-tracking-with-mlflow-in-10-minutes-f7c2128b8f2c

MLOps

Project to do retraining of the model

MLOps-Basics

model_monitoring

Model Monitoring using Prometheus and Grafana

optimus_prime_playgrounds

A repo to implement transformer based models LOL

PipelineDP

PredictionAPI

Building a simple prediction API to understand working on building an API

PySyft

A library for encrypted, privacy preserving machine learning

rag-llama

llama index tutorial of playing with RAG

review_analysis

Extract insights from reviews

rust-book-project

Command line argument project recreation from https://doc.rust-lang.org/book/ch12-01-accepting-command-line-arguments.html

scraping-example

example using beautiful soup

simple-prod-api

A simple example of a production level API and list out components that make it useful for production

smartcore

SmartCore is a comprehensive library for machine learning and numerical computing. The library provides a set of tools for linear algebra, numerical computing, optimization, and enables a generic, powerful yet still efficient approach to machine learning.

todolist

create a small to do list app with python flask, This is a learning repo from https://www.youtube.com/watch?v=Z1RJmh_OqeA