peiwang062's Stars
facebookresearch/segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
eriklindernoren/ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
shap/shap
A game theoretic approach to explain the output of any machine learning model.
facebookresearch/mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
lawlite19/MachineLearning_Python
机器学习算法python实现
yenchenlin/nerf-pytorch
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
mljar/mljar-supervised
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
xingyizhou/CenterTrack
Simultaneous object detection and tracking using center points.
frgfm/torch-cam
Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)
NVIDIA/TransformerEngine
A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.
benhamner/Metrics
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
berniwal/swin-transformer-pytorch
Implementation of the Swin Transformer in PyTorch.
haofanwang/Score-CAM
Official implementation of Score-CAM in PyTorch
GeorgeCazenavette/mtt-distillation
Official code for our CVPR '22 paper "Dataset Distillation by Matching Training Trajectories"
google/explaining-in-style
idiap/fullgrad-saliency
Full-gradient saliency maps
LeeDoYup/FixMatch-pytorch
Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo contains reproduced checkpoints.
JizhiziLi/matting-survey
Deep Image Matting: A Comprehensive Survey
lvyilin/pytorch-fgvc-dataset
PyTorch custom dataset APIs -- CUB-200-2011, Stanford Dogs, Stanford Cars, FGVC Aircraft, NABirds, Tiny ImageNet, iNaturalist2017
naver-ai/c3-gan
Official Pytorch implementation of C3-GAN (Spotlight at ICLR 2022)
ucsd-thesis/ucsd-thesis
amazon-science/omni-detr
PyTorch implementation of Omni-DETR for omni-supervised object detection: https://arxiv.org/abs/2203.16089
cvl-umass/ssl-evaluation
Evaluation of semi-supervised learning on challenging datasets
marvinbuss/ExplainableML-Vision
This repository introduces different Explainable AI approaches and demonstrates how they can be implemented with PyTorch and torchvision. Used approaches are Class Activation Mappings, LIMA and SHapley Additive exPlanations.
TrustworthyAI-kr/LFI-CAM
Code implementation of LFI-CAM with PyTorch
khorrams/c3lt
Official implementation of "Cycle-Consistent Counterfactuals by Latent Transformations"
Sarah018/Linear-Regression-Best-Index
Evaluated the performance of 3 billion+ band combinations of 9 vegetation index types by conducting regression analysis to determine the optimal chlorophyll index for chlorophyll content estimation.
peiwang062/MEMORABLE
Sarah018/Patterns-Extreme-Temperatures
Investigated the global patterns of temperature extremes
UCSD-SVCL/MEMORABLE