Starred repositories
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
A curated list of awesome Machine Learning frameworks, libraries and software.
scikit-learn: machine learning in Python
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
A curated list of awesome mathematics resources
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
Anomaly detection related books, papers, videos, and toolboxes
Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version
中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。
使用Bert,ERNIE,进行中文文本分类
Tensorflow Faster RCNN for Object Detection
A machine learning toolkit for log parsing [ICSE'19, DSN'16]
About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_
Deep Learning models for network traffic classification
Implementation of TimeSformer from Facebook AI, a pure attention-based solution for video classification
FFA-Net: Feature Fusion Attention Network for Single Image Dehazing
WWW 2018: Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications
Ensemble learning related books, papers, videos, and toolboxes
Source code from the NeurIPS 2019 workshop article "Keep It Simple: Graph Autoencoders Without Graph Convolutional Networks" (G. Salha, R. Hennequin, M. Vazirgiannis) + k-core framework implementat…
WALB is raspberry Pi and HackRF based Wireless Attack LaunchBox.
第三届阿里云算法赛_i_hate_mcdonalds团队_解决方案
Code for the paper "On the Minimal Supervision for Training Any Binary Classifier from Only Unlabeled Data".
A PyTorch implementation of various Online & Stochastic optimization algorithms for deep learning
Surface exploration, resource detection and collision based on Multi-agent cooperative learning