Pinned Repositories
AnatomicalLandmarks
Implementation of our MICCAI and invited IJCARS paper on detecting anatomical landmarks of the pelvis in X-ray images from arbitrary views.
deepsphere-tf1
DeepSphere: a graph-based spherical CNN (TensorFlow)
gp_regression
A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)
keras-MMD-Variational-Autoencoder
Keras version of the MMD-Variational-Autoencoder
MicroSim
MicroSim is a project under the National Supercomputing Mission, Govt of India. The project offers a set of codes that can use high performance computing to simulate microstructure evolution using the Phase Field technique. Follow us on LinkedIn: https://www.linkedin.com/company/microstructure-simulator/
ml4a-ofx
A collection of openFrameworks apps for working with machine learning
PDMdeepsphere
phase-field-pre-processor
Python code for CIPHER phase-field pre-processing
RobustVAE
Robuast Variational Autoencoder
semantic-segmentation
SOTA Semantic Segmentation Models in PyTorch
nhgowtham's Repositories
nhgowtham/MicroSim
MicroSim is a project under the National Supercomputing Mission, Govt of India. The project offers a set of codes that can use high performance computing to simulate microstructure evolution using the Phase Field technique. Follow us on LinkedIn: https://www.linkedin.com/company/microstructure-simulator/
nhgowtham/Additive-Manufacturing
OpenFOAM solver for additive manufacturing including thermo-elastic-plastic stress analysis.
nhgowtham/annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
nhgowtham/AutoWS-Bench-101
Automated Weak Supervision Benchmark (NeurIPS 2022)
nhgowtham/CCDM
Code repository for Continuous Conditional Diffusion Model (CCDM)
nhgowtham/data-science-interviews
Data science interview questions and answers
nhgowtham/DED_ML
Machine learning approach for predicting melt pool geometry prediction of Direct Energy Deposited SS316L single tracks
nhgowtham/DED_ML_test
Machine learning based prediction of melt pool geometry of directed energy deposition
nhgowtham/DeepFit
Code for the paper "DeepFit: 3D Surface Fitting via Neural Network Weighted Least Squares"
nhgowtham/ExaCA
Cellular automata code for alloy nucleation and solidification written with Kokkos for GPU utilization
nhgowtham/flowssm
nhgowtham/GCVit
Official PyTorch implementation of Global Context Vision Transformers
nhgowtham/GrainSizeTools
A Python script for estimating grain size and differential stress via piezometers
nhgowtham/libhip
LibHip: An Open-Access Hip Joint Model Repository suitable for Finite Element Method Simulation
nhgowtham/Liver-Segmentation-Using-Monai-and-PyTorch
nhgowtham/manchester-papers
Repository for users to clone during the Git course
nhgowtham/manim
Animation engine for explanatory math videos
nhgowtham/matgl
Graph deep learning library for materials
nhgowtham/MedSAM
This the official repository for MedSAM: Segment Anything in Medical Images.
nhgowtham/nnUNet
nhgowtham/OpenRS
nhgowtham/paper
nhgowtham/pmlb
PMLB: A large, curated repository of benchmark datasets for evaluating supervised machine learning algorithms.
nhgowtham/python-mastery
Advanced Python Mastery (course by @dabeaz)
nhgowtham/Q-RBSA
High-Resolution 3D EBSD Map Generation Using An Efficient Quaternion Transformer Network
nhgowtham/SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
nhgowtham/StyleFlow
StyleFlow: Attribute-conditioned Exploration of StyleGAN-generated Images using Conditional Continuous Normalizing Flows (ACM TOG 2021)
nhgowtham/test
nhgowtham/testing_git
nhgowtham/UPM_summer_school_GP_BO_course
Here are the notebooks for the Gaussian Processes and Bayesian Optimization course. The notebooks can be executed in Google Colab.