Ujwal K's repositories
Aletheia
A Python package for unwrapping ReLU DNNs
basics
📚 Learn ML with clean code, simplified math and illustrative visuals.
bayesian-neural-network-mnist
Bayesian neural network using Pyro and PyTorch on MNIST dataset
coco
MS COCO API - http://mscoco.org/
coding-interview-university
A complete computer science study plan to become a software engineer.
cs231n.github.io
Public facing notes page
dlrm
An implementation of a deep learning recommendation model (DLRM)
gdmix
A deep ranking personalization framework
gdrive
Google Drive CLI Client
GoogLeNet.torch
Trained network models for Torch
gradcam_plus_plus-pytorch
A Simple pytorch implementation of GradCAM and GradCAM++
imbalanced-dataset-sampler
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
multiagent_gnn_policies
Learning multi-agent policies for flocking using graph neural networks
multipathnet
A Torch implementation of the object detection network from "A MultiPath Network for Object Detection" (https://arxiv.org/abs/1604.02135)
practice-cpp
Part of my daily plan for studying C++.
practice-python
Part of my daily plan for studying Python.
pyro
Deep universal probabilistic programming with Python and PyTorch
TripletNet
Deep metric learning using Triplet network
umap
Uniform Manifold Approximation and Projection
uncertainty-toolbox
A python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
unsupervised-triplet-embedding
attempt at implementing "Unsupervised Learning of Visual Representations using Videos" (http://arxiv.org/pdf/1505.00687.pdf) in torch7
visualResNet_torch
See the wrold with ResNet
VOG
Code for paper https://arxiv.org/pdf/2008.11600.pdf