Shanlin Sun's repositories
DeepLearninginPytorch
contains some basic deep learning tasks implemented by Pytorch
lidarf-project
Project Page for LidaRF (CVPR 2024 Highlights)
mesh_to_sdf
Calculate signed distance fields for arbitrary meshes
Language:PythonMIT000
NLP-Models-Tensorflow
Gathers machine learning and Tensorflow deep learning models for NLP problems.
Python-for-Algorithms--Data-Structures--and-Interviews
Files for Udemy Course on Algorithms and Data Structures
Saak_Transform_MNIST
this is a collection of mnist dataset classification solutions based on ST with different versions
Shanlin-s-T-G-S-kernel
my footage on the T*G*S kaggle challenge
simple-faster-rcnn-pytorch
A simplified implemention of Faster R-CNN that replicate performance from origin paper
Language:Jupyter NotebookNOASSERTION000
Super-resolution
A series of super-resolution implmentation getting rid of deep learning
surface-loss
Code for our MIDL 2019 talk https://openreview.net/forum?id=S1gTA5VggE
torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.