Sandesh Katakam's repositories
NormVAE-Neuroimaging
Code Implementation of VAE Model inspired from NormVAE Paper using PyTorch Framework on Custom dataset
3D-BayesU-Net-Model
Implementation of 3D Bayes U net model from the paper : "“Can Virtual Contrast enhancement in Brain MRI replace gadolinium? A Feasibility Study”.
Dreamer-NODEs
This Repository is dedicated to Research Project: "Neural ODE Based world models using Dreamer Algorithm"
Fine-Tuning-LLaMA-7B
This repository contains code and other files related to the project "Fine-Tuning LLaMA Model" done at IIT Ropar as a part of the Indian Academy of Sciences SRFP Fellowship
jaxgenesis
A Library for Generative Models in JAX deep learning framework
kaggle-clouds-segmentation-challenge
This repository hosts the code for the kaggle challenge: "Understanding Clouds from Satellite Images"
LiquidNNs-ModelBasedRL
This Repository is dedicated to the Research Project: "Liquid Neural Networks for constructing World Models for Model Based Reinforcement Learning"
Machine-Learning-Blog
My Machine Learning Blog
NeuralODEs-for-BraTS
NeuralODEs for Brain Tumor Segmentation. Implementation of Neural ODE for Glioma Segmentation Paper on BraTS 2020 Dataset
Predict-AI-Model-Runtime
This repository is dedicated to the kaggle competition: "Predict AI Model Runtime" by Google on kaggle
Research_Project_Setup
A Common Template for code release of Research Projects
sandeshkatakam.github.io
Personal academic website made from academicpages jekyll template
Real-Time-Face-Recognition-System
An End-to-End Real-Time Face recognition built using FaceNet Model Deployed with Streamlit UI and Flask API
SpinningUp-RL-JAX
Clone of OpenAI Spinning Up RL Algorithms implemented in JAX
awesome-model-based-RL
A curated list of awesome model based RL resources (continually updated)
Awesome-System-for-Machine-Learning
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
Bayesian-NeuralODE-for-BraTS
This repo hosts the code for the project : "Uncetainity quantification in Glioma Segmentation using Bayesian Neural ODEs"
bayesian-neuralodes-for-online-timeseries
Repo hosts the code for the New project : Bayesian Neural ODEs for Online learning of timeseries
CUDA_Kernels
This repository contains CUDA Kernels for Basic Math Operations(MatrixMultiplication, Vector Addition etc.) to Deep learning based kernels(Convolutional, Recurrent Etc)
D4RL
A collection of reference environments for offline reinforcement learning
data-centric-ai
Resources for Data Centric AI
dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Gymnasium
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
kickstart.nvim
A launch point for your personal nvim configuration
popjaxrl
Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]
Virtual-Contrast-Enhancement-of-Brain-MRIs
Repo dedicated to virtual contrast enhancement project
xla
A machine learning compiler for GPUs, CPUs, and ML accelerators