Pinned Repositories
Adversarially-Learned-Anomaly-Detection
ALAD (Proceedings of IEEE ICDM 2018) official code
anomaly_detection
This is the official implementation of "Anomaly Detection with Deep Perceptual Autoencoders".
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-ebm
Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)
awesome-go
A curated list of awesome Go frameworks, libraries and software
awesome-ml-courses
Awesome free machine learning and AI courses with video lectures.
awesome-wasm
😎 Curated list of awesome things regarding WebAssembly (wasm) ecosystem.
bpmn
BPMN 2.0 execution engine
bpmn-engine
BPMN 2.0 execution engine. Open source javascript workflow engine.
Cartoon-StyleGAN
Fine-tuning StyleGAN2 for Cartoon Face Generation
karimul's Repositories
karimul/anomaly_detection
This is the official implementation of "Anomaly Detection with Deep Perceptual Autoencoders".
karimul/awesome-ml-courses
Awesome free machine learning and AI courses with video lectures.
karimul/awesome-wasm
😎 Curated list of awesome things regarding WebAssembly (wasm) ecosystem.
karimul/bpmn
BPMN 2.0 execution engine
karimul/Contour-Stochastic-Gradient-Langevin-Dynamics
An elegant adaptive importance sampling algorithms for simulations of multi-modal distributions (NeurIPS'20)
karimul/csgmcmc
Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning
karimul/docker
karimul/DSEBM-1
implementation of DSEBM(https://arxiv.org/abs/1605.07717)
karimul/dvdrental
karimul/E3Outlier
Effective End-to-end Unsupervised Outlier Detection via Inlier Priority of Discriminative Network
karimul/ebm-anatomy
PyTorch implementation of Algorithm 1 of "On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models"
karimul/EBM-buffer-PCD-Pytorch
An energy based model implemented in Pytorch and trained with multiple persistent markov chains.
karimul/ebm-torch
Energy-based models in PyTorch
karimul/EBM-visualizations
notebooks of cool EBM visualizations
karimul/f-EBM
Code for "Training Deep Energy-Based Models with f-Divergence Minimization" ICML 2020
karimul/FPI
Code for FPI submission to MOOD 2020
karimul/GANs
GAN models implemented with PyTorch
karimul/go-app
A package to build progressive web apps with Go programming language and WebAssembly.
karimul/JEM
Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"
karimul/KWNG
A Pytorch implementation of the KWNG estimator
karimul/LinearSinkhorn
karimul/lsr_mood_challenge_2020
Code for the Medical Out of Distribution challenge 2020
karimul/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
karimul/ncsnv2
The official PyTorch implementation for NCSNv2
karimul/Noisy_SGD
We implement the Adaptively Preconditioned Stochastic Gradient Langevin Dynamics algorithm (and it's variants) which are an extension of Stochastic Gradient Langevin Dynamics to achieve faster convergence and good genrealizability
karimul/PRMLT
Matlab code for machine learning algorithms in book PRML
karimul/Recommender-System-with-RBM-using-PyTorch
Recommender System Model using Restricted Boltzmann Machine (Energy-based Model)
karimul/Sinkhorn_Natural_Gradient
karimul/VERA
karimul/wassdistance
Approximating Wasserstein distances with PyTorch