vardhah Goto Github PK

batch-mode-deepal-for-regression

Data efficient surrogate modeling for engineering design: Ensemble-free batch mode deep active learning for regression

constraintbouuvhulldesign

A ready to use software pipe line for Constraint Bayesian Optimization for UUV hull design

dex_of

Automation for Coefficient of Lift and Drag Computation for Submerged Bodies with OpenForm

discriminative-ml

Machine learning Algorithms implemented in Python and GNU Octave

drivetrain_surrogatemodeling

Experiment to generate surrogate model on a car's drive train

feasurrogate

final_codes

Repository of finally cleaned codes and Data for finished projects

final_codes-rare_event_failure

freecad-scripts

FreeCAD python scripts for create surrogate data

generative-ml

Machine learning Algorithms using Bayesian optimisation, Bayes net, Gaussian Process,EM algorithm etc

generator_sync

Synchronization Control System for Synchronous Generators

math-u-programming

Algorithm Implementation - Optimization and Sagenotebooks

ml_inv_eng_design

Attempt to solve inverse problem in engineering design using Machine learning with use case of propeller design

orb_slam2

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

pytorch-beginner

pytorch tutorial for beginners

reinforcement-learning

Reinforcement Learning implementations- Learning with experience and fun

rezonator-based-neural-network

A stable new architecture of neural network for dynamic system and time series progression

rigorous-evaluation-of-ml-models

Experimenting tools and techniques to analyze failure of ML models

rough

contain work in progress .or miscilleneous

scaled_distributed_experiment

search_of_uuv_hull_shape

Search of a uuv hull shape that is optimal across all environmental and operating conditions

ubuntu-make

Ubuntu Make

uuv-design-optimization

A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model

vae_rrcf_fusion

vardhah.github.io

web pages for github

vhdl