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leetcode

LeetCode Problems' Solutions

leetcode-1

Solutions to LeetCode problems; updated daily. Subscribe to my YouTube channel for more.

locating-objects-without-bboxes

PyTorch code for "Locating objects without bounding boxes" - Loss function and trained models

lsgm

The Official PyTorch Implementation of "LSGM: Score-based Generative Modeling in Latent Space" (NeurIPS 2021)

machinelearning

Basic Machine Learning and Deep Learning

minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

ml-assignments

ML assignments, about Regression, Classification, CNN, RNN, Explainable AI, Adversarial Attack, Network Compression, Seq2Seq, GAN, Transfer Learning, Meta Learning, Life-long Learning, Reforcement Learning. It will be challenging but cheerful work!

mlp-example

Code for a simple MLP (Multi-Layer Perceptron)

models

Models and examples built with TensorFlow

modular-rl

[ICML 2020] PyTorch Code for "One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control"

nerf_pl

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

nerfstudio

A collaboration friendly studio for NeRFs

neural-painters

nmc

PyTorch implementation for paper Neural Marching Cubes.

paint-by-example

Paint by Example: Exemplar-based Image Editing with Diffusion Models

paper-list

pcv-book-code

:book:Python计算机视觉中译本实例代码

point-cloud-sde

point-e

Point cloud diffusion for 3D model synthesis

pvd

pymcubes

Marching cubes (and related tools) for Python

pytorch-gan

A minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks

pytorch-mnist-vae

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

pytorchchamferdistance

Implementation of the Chamfer Distance as a module for pyTorch

pytorchemd

PyTorch Wrapper for Earth-Mover-Distance (EMD) for 3D point cloud regression

r2rnet

Official code of "R2RNet: Low-light Image Enhancement Via Real-low to Real-normal Network".

reinforcement-implementation

Implementation of benchmark RL algorithms

render-3d-segmentation