Pinned Repositories
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享受学习，乐于分享
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Framework for Raman spectroscopy analysis
1D-Grad-CAM-for-interpretable-intelligent-fault-diagnosis
智能故障诊断中一维类梯度激活映射可视化展示 1D-Grad-CAM for interpretable intelligent fault diagnosis
1d_diffusion_model
Research and code regarding time series diffusion models
AI-DataSet
这里有全网最全的数据集，持续更新中~
Analysis-of-Data-Synthesis-for-Raman-Spectroscopy
apple-leaf-diesease-detection
Transformer Help CNN See Better: A Lightweight Hybrid Apple Disease Identification Model Based on Transformers
awesome-contrastive-self-supervised-learning
A comprehensive list of awesome contrastive self-supervised learning papers.
SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
SimCLR-1
Pytorch implementation of "A Simple Framework for Contrastive Learning of Visual Representations"
siaer's Repositories
siaer/-1
Framework for Raman spectroscopy analysis
siaer/1D-Grad-CAM-for-interpretable-intelligent-fault-diagnosis
智能故障诊断中一维类梯度激活映射可视化展示 1D-Grad-CAM for interpretable intelligent fault diagnosis
siaer/Analysis-of-Data-Synthesis-for-Raman-Spectroscopy
siaer/awesome-semi-supervised-learning
😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.
siaer/COMET
[Neurips 2023] A Hierarchical Contrastive Framework for Medical Time-Series
siaer/DeepClustering
Methods and Implements of Deep Clustering
siaer/DeepLearning_for_VIS-NIR_Spectra
Deep Learning models applied to the analysis of VIS-NIR spectral data
siaer/eeg-motor-imagery-classification
EEG Motor Imagery Classification Using CNN, Transformer, and MLP
siaer/I-JEPA
Implementation of I-JEPA from "Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture"
siaer/LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
siaer/ms2deepscore
Deep learning similarity measure for comparing MS/MS spectra with respect to their chemical similarity
siaer/PINNacle11
Codebase for PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs.
siaer/Polymer-Miscibility-Image-Recognition
siaer/pretraining-or-self-training
Codebase for the paper "Rethinking Semi-supervised Learning with Language Models"
siaer/Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
siaer/pyssl
Self-Supervised Learning
siaer/pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
siaer/raman-spectra-datasets
A collection of Raman spectra datasets for machine learning and data analysis.
siaer/Raman-Spectra-Deep-Learning
PyTorch implementation of deep learning for Raman spectrum recognition: CNN, LSTM, GNN and contrastive learning
siaer/RamanSPy
RamanSPy: An open-source Python package for integrative Raman spectroscopy data analysis
siaer/rampy
Python software for spectral data processing (IR, Raman, XAS...)
siaer/semi-supervised_baselines
siaer/Spec-CNN
siaer/suave-daino
Code release for "Semi-supervised learning made simple with self-supervised clustering"
siaer/synthetic-spectra-benchmark
siaer/TS-TCC
[IJCAI-21] "Time-Series Representation Learning via Temporal and Contextual Contrasting"
siaer/ts2vec
A universal time series representation learning framework
siaer/vicreg
VICReg official code base
siaer/XAI-papers
siaer/XRDidentifier
Pytorch implementation of XRD spectral identification from COD database