Akranth3
Interested in machine learning, software. Currently working on reinforcement learning problems.
Indian Institute of Technology MadrasChennai
Pinned Repositories
Air_flow
Big data lab, IITM, CS5830, Assignment 3
Big_data_lab
Assignment 5 & 6, Big Data Lab Jan-May 2024, IITM.
EE5179_IITM
This repo has assignments of course EE5179 offered in July_Nov_2023.
Final_project
MLOps pipeline for Acute Lymphoblastic Leukemia detection from microscopic blood smear images. Includes data preprocessing with Apache Airflow, model tracking via MLflow, FastAPI deployment, and monitoring with Prometheus and Grafana. This is done as final project work for big data lab, Spring 2024, IITM.
GPT2
Slight variations of GPT2 implementations
Hart-Simple-algorithm
Implementation of the algorithm given in the paper 'A Simple Adaptive Procedure Leading to Correlated Equilibrium Sergiu Hart and Andreu Mas-Colell'
loan-default-prediction
ME2201-Matlab-code
PRML
Course assignment for Pattern recognition and machine learning course offered at IITM in 2023.
SVM.c
Different Parallel implementation of SVM in C, using OPENMP, MPI and OPENACC
Akranth3's Repositories
Akranth3/Final_project
MLOps pipeline for Acute Lymphoblastic Leukemia detection from microscopic blood smear images. Includes data preprocessing with Apache Airflow, model tracking via MLflow, FastAPI deployment, and monitoring with Prometheus and Grafana. This is done as final project work for big data lab, Spring 2024, IITM.
Akranth3/Air_flow
Big data lab, IITM, CS5830, Assignment 3
Akranth3/Big_data_lab
Assignment 5 & 6, Big Data Lab Jan-May 2024, IITM.
Akranth3/EE5179_IITM
This repo has assignments of course EE5179 offered in July_Nov_2023.
Akranth3/GPT2
Slight variations of GPT2 implementations
Akranth3/Hart-Simple-algorithm
Implementation of the algorithm given in the paper 'A Simple Adaptive Procedure Leading to Correlated Equilibrium Sergiu Hart and Andreu Mas-Colell'
Akranth3/loan-default-prediction
Akranth3/ME2201-Matlab-code
Akranth3/NMTE-July-Nov-2023
Akranth3/NN-MNSIT
Akranth3/PRML
Course assignment for Pattern recognition and machine learning course offered at IITM in 2023.
Akranth3/SVM.c
Different Parallel implementation of SVM in C, using OPENMP, MPI and OPENACC
Akranth3/Task_pipeline
Assignment 4 for the big data lab offered at IITM
Akranth3/yolov5
Akranth3/NN.cpp
Akranth3/RAG
a local RAG implementation
Akranth3/Reinforcement_Learning_IITM
Programming Assignments for Reinforcement Learning course offered at IITM, Spring 2024.