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/Julia-workshop-materials
This repository contains materials for the Julia workshop to be organized by Programming club IISER Berhampur
sandeshkatakam/BioStatistics.jl
Implementation of Bio statistics tools in Julia for the course BIO 313
sandeshkatakam/Denoising-STM-Images
This repository contains the code for the project : Denoising STM Images using Machine learning.
sandeshkatakam/Flux.jl
Relax! Flux is the ML library that doesn't make you tensor
sandeshkatakam/jekyllbook
A Jekyll theme based off of mdbook
sandeshkatakam/NeuralPDE.jl
Physics-Informed Neural Networks (PINN) and Deep BSDE Solvers of Differential Equations for Scientific Machine Learning (SciML) accelerated simulation
sandeshkatakam/public-apis
A collective list of free APIs
sandeshkatakam/Julia-ML-Package
Code implementations of Machine learning algorithms in Jullia
sandeshkatakam/bayeSDE
Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"
sandeshkatakam/black-nvim
A Neovim plugin to format your code using Black
sandeshkatakam/CfC
Closed-form Continuous-time Neural Networks
sandeshkatakam/continual-learning-papers
Continual Learning papers list, curated by ContinualAI
sandeshkatakam/Contrastive_Learning_Papers
A list of contrastive Learning papers
sandeshkatakam/deep-learning-project-template
Pytorch Lightning code guideline for conferences
sandeshkatakam/deepxde
A library for scientific machine learning and physics-informed learning
sandeshkatakam/My-Julia-ML-Package.jl
This is my Julia Machine learning package!!
sandeshkatakam/Neural-PDE-Model-for-irregularly-sampled-time-series
This repository contains code for the project : Neural PDEs for irregularly sampled time series data
sandeshkatakam/neuraldiffeq-fwp
Official repository for the paper "Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules" (NeurIPS 2022)
sandeshkatakam/Numerical-Analysis-Library
This repository contains the code implementation of Numerical Analysis Concepts in C++
sandeshkatakam/oderl
Experiment code for "Continuous-Time Model-Based Reinforcement Learning"
sandeshkatakam/pytkdocs_tweaks
Some custom tweaks to the results produced by pytkdocs.
sandeshkatakam/rljax
A collection of RL algorithms written in JAX.
sandeshkatakam/rlkit
Collection of reinforcement learning algorithms
sandeshkatakam/SciMLTutorials.jl
Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
sandeshkatakam/Shakespeare-style-poem-generator
sandeshkatakam/special-message
Special message for special someone
sandeshkatakam/tensorflow-generative-model-collections
Collection of generative models in Tensorflow
sandeshkatakam/tfjs-pretrained-model
This repo contains the source files of the webapplication made using node.js server and pre-trained VGG16 and MobileNet models for Image classification
sandeshkatakam/torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
sandeshkatakam/torchdyn
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods.