Sean0719's repositories
annotated_latex_equations
Examples of how to create colorful, annotated equations in Latex using Tikz.
-Note-Machine-Learning-with-Graph
图机器学习（斯坦福课程cs224w）学习笔记
alphafold2
To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
awesome-explainable-graph-reasoning
A collection of research papers and software related to explainability in graph machine learning.
awesome-multimodal-ml
Reading list for research topics in multimodal machine learning
CML
The implementation of Contrastive Meta Learning with Behavior Multiplicity forRecommendation
deit
Official DeiT repository
drawio-desktop
Official electron build of diagrams.net
GRAIL
"GRAIL: Efficient Time-Series Representation Learning"
graph-transformer-pytorch
Implementation of Graph Transformer in Pytorch, for potential use in replicating Alphafold2
ibot
iBOT: Image BERT Pre-Training with Online Tokenizer (ICLR 2022)
intro_dgm
An Introduction to Deep Generative Modeling: Examples
LibMTL
LibMTL: A PyTorch Library for Multi-Task Learning
mae
PyTorch implementation of MAE https//arxiv.org/abs/2111.06377
marktext
📝A simple and elegant markdown editor, available for Linux, macOS and Windows.
MTrajRec
Map-Constrained Trajectory Recovery (KDD'21)
NLP_ability
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力
paper-reading
深度学习经典、新论文逐段精读
PyContrast
PyTorch implementation of Contrastive Learning methods; List of awesome-contrastive-learning papers
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
pytorch-OpCounter
Count the MACs / FLOPs of your PyTorch model.
RepDistiller
[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods
RoFormer_pytorch
RoFormer_pytorch
STHSL
https://github.com/anonymousSTHSL/STHSL
TANS
This is an official PyTorch implementation of Task-Adaptive Neural Network Search with Meta-Contrastive Learning (NeurIPS 2021, Spotlight).
TS-TCC
[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"