Talha Bukhari's repositories
OrthogonalMatchingPursuit
MATLAB implementation of Orthogonal Matching Pursuit to find the sparsest solution to a linear system of equations, via combinatorial search.
JAX-DNN-MNIST
A demonstration of NN training in JAX (via STAX).
PyTorch-reveal.js
Slides in reveal.js, covering an introduction to PyTorch
alrao
Implementation of "Learning with Random Learning Rates" in PyTorch.
batchgenerators
A framework for data augmentation for 2D and 3D image classification and segmentation
BatchViewer
A tool to do quick and dirty inspection of multichannel 3D data. I use it mainly to visualize batches for deep learning.
Bayesian-Neural-Networks
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
CS102-Algorithm-Analysis
Algorithm Analysis
DeblurGAN
Image Deblurring using Generative Adversarial Networks
deepmedic
Efficient Multi-Scale 3D Convolutional Neural Network for Segmentation of 3D Medical Scans
DIST-Renderer
DIST: Rendering Deep Implicit Signed Distance Function with Differentiable Sphere Tracing (CVPR 2020).
HDC-Net
HDC-Net: Hierarchical Decoupled Convolution Network for Brain Tumor Segmentation
keras-contrib
Keras community contributions
MIScnn
A framework for Medical Image Segmentation with Convolutional Neural Networks and Deep Learning
motion-planning-books-1
记录：规划，决策，机器学习，编程的书籍
points2surf
Learning Implicit Surfaces from Point Clouds (ECCV 2020)
PyHessian
PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks
pytorch-classification
Classification with PyTorch.
sls
Implements stochastic line search