sandeshkatakam
Deep Learning, Reinforcement Learning, Generative Models, Machine Learning Systems (MLSys)
Hyderabad, INDIA
Pinned Repositories
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”.
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
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"
ML-AlgorithmsKit
Implementation of standard ML Algorithms from scratch using Numpy
My-Machine_learning-Blog
This repo contains source files of my Machine learning blog hosted on github pages powered by fastpages.
NormVAE-Neuroimaging
Code Implementation of VAE Model inspired from NormVAE Paper using PyTorch Framework on Custom dataset
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
sandeshkatakam's Repositories
sandeshkatakam/NormVAE-Neuroimaging
Code Implementation of VAE Model inspired from NormVAE Paper using PyTorch Framework on Custom dataset
sandeshkatakam/Dreamer-NODEs
This Repository is dedicated to Research Project: "Neural ODE Based world models using Dreamer Algorithm"
sandeshkatakam/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
sandeshkatakam/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
sandeshkatakam/jaxgenesis
A Library for Generative Models in JAX deep learning framework
sandeshkatakam/kaggle-clouds-segmentation-challenge
This repository hosts the code for the kaggle challenge: "Understanding Clouds from Satellite Images"
sandeshkatakam/Learning-CUDA
This repository contains CUDA Kernels for Basic Math Operations(MatrixMultiplication, Vector Addition etc.) to Deep learning based kernels(Convolutional, Recurrent Etc)
sandeshkatakam/Machine-Learning-Blog
My Machine Learning Blog
sandeshkatakam/Predict-AI-Model-Runtime
This repository is dedicated to the kaggle competition: "Predict AI Model Runtime" by Google on kaggle
sandeshkatakam/Real-Time-Face-Recognition-System
An End-to-End Real-Time Face recognition built using FaceNet Model Deployed with Streamlit UI and Flask API
sandeshkatakam/Research_Project_Setup
A Common Template for code release of Research Projects
sandeshkatakam/sandeshkatakam.github.io
Personal academic website made from academicpages jekyll template
sandeshkatakam/SpinningUp-RL-JAX
Clone of OpenAI Spinning Up RL Algorithms implemented in JAX
sandeshkatakam/Academic-project-page-template
A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/
sandeshkatakam/awesome-model-based-RL
A curated list of awesome model based RL resources (continually updated)
sandeshkatakam/awesome-offline-rl
An index of algorithms for offline reinforcement learning (offline-rl)
sandeshkatakam/Awesome-System-for-Machine-Learning
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
sandeshkatakam/awesomeMLSys
An ML Systems Onboarding list
sandeshkatakam/Category_Theory_Machine_Learning
List of papers studying machine learning through the lens of category theory
sandeshkatakam/D4RL
A collection of reference environments for offline reinforcement learning
sandeshkatakam/data-centric-ai
Resources for Data Centric AI
sandeshkatakam/dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
sandeshkatakam/Gymnasium
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
sandeshkatakam/hyperbolic_learning_library
An extension of the PyTorch library containing various tools for performing deep learning in hyperbolic space.
sandeshkatakam/kickstart.nvim
A launch point for your personal nvim configuration
sandeshkatakam/lectures
Material for cuda-mode lectures
sandeshkatakam/popjaxrl
Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]
sandeshkatakam/Project-Template
sandeshkatakam/sandeshkatakam
sandeshkatakam/xla
A machine learning compiler for GPUs, CPUs, and ML accelerators