AbinavRavi

dcm-anon

Pure Python DCM Anonymizer

CeVAE

CeVAE - Context encoding variational autoencoder based on https://arxiv.org/abs/1812.05941

CFD-Lab

Computational Fluid Dynamics Praktikum at TUM. (Chair 5 Informatics)

Deep-learning-For-Physics

Advanced Deep learning for physics (Fluid Simulations ) in TUM

dockerized-LLM

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

Federated-learning-MI

Federated learning using Pysyft and Duet for Medical Imaging example

InverseProblemsPDE

Data Generation scripts for Inverse problems in PDE driven process by using deep learning. The Data is generated using FeNics open source framework

Machine-Learning-IN2064

Network_Analysis_Eur_Parl

A project using community detection to find the Hidden Agenda in MP of european parliament. The data is taken from 1999-2012 for which the English speeches are available.

Stroke-Challenge

FCN segmentation of Brain lesions for Stroke Challenge.

AbinavRavi/Machine-Learning-IN2064

AbinavRavi/AbinavRavi.github.io

My Website

AbinavRavi/MLopsHackathon

MLops Hackathon MLOPS summer school Oct 19

AbinavRavi/dockerized-LLM

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

AbinavRavi/100-days-of-code

My 100 days of Code projects and notes

AbinavRavi/bark

AbinavRavi/cycleMRI

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

AbinavRavi/dcm-anon

Pure Python DCM Anonymizer

AbinavRavi/endpoint-profiler

A simple wrapper of profiler for FastAPI endpoints

AbinavRavi/feast

Feature Store for Machine Learning

AbinavRavi/go-microservice

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

AbinavRavi/hobby-backend

Code of the project that I worked inbetween germany and India

AbinavRavi/kaggle

Every project that I do in kaggle

AbinavRavi/kickstart.nvim

A launch point for your personal nvim configuration

AbinavRavi/login-rust

A login service backend coded in rust completely

AbinavRavi/MlFlow-intro

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

AbinavRavi/MLOps

Project to do retraining of the model

AbinavRavi/MLOps-Basics

AbinavRavi/model_monitoring

Model Monitoring using Prometheus and Grafana

AbinavRavi/optimus_prime_playgrounds

A repo to implement transformer based models LOL

AbinavRavi/PipelineDP

AbinavRavi/PredictionAPI

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

AbinavRavi/PySyft

A library for encrypted, privacy preserving machine learning

AbinavRavi/rag-llama

llama index tutorial of playing with RAG

AbinavRavi/ragaas

Open source Rag as a service framework

AbinavRavi/review_analysis

Extract insights from reviews

AbinavRavi/rust-book-project

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

AbinavRavi/scraping-example

example using beautiful soup

AbinavRavi/simple-prod-api

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

AbinavRavi/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.