mengzmd's repositories
the-algorithm
Source code for Twitter's Recommendation Algorithm
deep-learning-time-series
List of papers, code and experiments using deep learning for time series forecasting
lodash
A modern JavaScript utility library delivering modularity, performance, & extras.
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
DynamicMLP
Official Codes and Pretrained Models for Dynamic MLP, CVPR2022, https://arxiv.org/abs/2203.03253
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
GDN_Physics
Implementation code for the paper "Graph Neural Network-Based Anomaly Detection in Multivariate Time Series"
uncertainty-baselines
High-quality implementations of standard and SOTA methods on a variety of tasks.
RACNN-pytorch-1
pytorch implementation of Recurrent Attention CNN.
efficient-annotation-cookbook
Official implementation of "Towards Good Practices for Efficiently Annotating Large-Scale Image Classification Datasets" (CVPR2021)
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
gitskills
git
attention-mechanism
Attention mechanism applied on spatiotemporal convolutional network
MA-CNN
Multi-Attention-CNN
PMG-V2
Code release for "Progressive Learning of Category-Consistent Multi-Granularity Features for Fine-Grained Visual Classification"
PMG-Progressive-Multi-Granularity-Training
Code release for Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches (ECCV2020)
Fine-Grained-or-Not
Code release for Your “Flamingo” is My “Bird”: Fine-Grained, or Not (CVPR 2021 Oral)
ANCOR
Fine-grained Angular Contrastive Learning with Coarse Labels - Official Repository
capsuleNetwork_cancerclassification
Image classification on lung and colon cancer histopathological images through Capsule Networks or CapsNets.
Self-Attention-GAN
Pytorch implementation of Self-Attention Generative Adversarial Networks (SAGAN)
Covid19_Xray
Covid 19 detection using X-Ray Images