Ajay Chawda's repositories
Fractal-Dimension
Calculate Fractal Dimension for Grayscale and Colour Images using Box Count Method
ajaychawda58
Config files for my GitHub profile.
ANNLearnHub
Important links to learn Machine Learning and Artificial Inteliigence.
Applied-Deep-Learning
Applied Deep Learning Course
LatentOE-AD
Coder of the paper 'Latent Outlier Exposure for Anomaly Detectin with Contaminated Data' published in ICML 2022
bayesian-torch
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch
dagmm
A Pytorch implementation of the paper `Deep Autoencoding Gaussian Mixture Model For Unsupervised Anomaly Detection` by Zong et al.
dirichletprocess_test_task
Test Tasks for `dirichletprocess` library in R
DLUFS
Low-rank Dictionary Learning for Unsupervised Feature Selection
From-0-to-Research-Scientist-resources-guide
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
github-slideshow
A robot powered training repository :robot:
lazypredict
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
PyTorch-BayesianCNN
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
rsrlayer-pytorch
PyTorch implementation of Robust Subspace Recovery Layer for Unsupervised Anomaly Detection https://arxiv.org/abs/1904.00152
simpsom
Python library for Self-Organizing Maps
Survey-on-RGB-LiDAR-fusion
A seminar survey on RGB LiDAR fusion.
tikzcd-editor
A simple visual editor for creating commutative diagrams.
unsupervized_feature_selection_based_on_linear_reconstruction_loss
Implementation of the unsupervised feature selection algorithm proposed by Ono in March 2020