YuZhaoQL

YuZhaoQL's Stars

• fenago/deep-learning-time-series-forecasting

  Language:Jupyter Notebook1417

• Wizaron/deep-forecast-pytorch

  Wind Speed Prediction using LSTMs in PyTorch (https://arxiv.org/pdf/1707.08110.pdf)

  Language:Python17740

• lyhue1991/eat_pytorch_in_20_days

  Pytorch🍊🍉 is delicious, just eat it! 😋😋

  Language:Jupyter Notebook5.1k1.1k

• chentao1999/CFDK

  31

• iqiukp/KPCA-MATLAB

  MATLAB code for dimensionality reduction, feature extraction, fault detection, and fault diagnosis using Kernel Principal Component Analysis (KPCA).

  Language:MATLAB23081

• aaronwangy/Data-Science-Cheatsheet

  A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

  Language:TeX4.9k706

• DirtyHarryLYL/Transformer-in-Vision

  Recent Transformer-based CV and related works.

  1.3k141

• dipanjanS/tensorflow2-crash-course

  A quick crash course in understanding the essentials of TensorFlow 2 and the integrated Keras API

  Language:Jupyter Notebook22786

• crisxuan/bestJavaer

  这是一个成为更好的Java程序员的系列教程

  5.9k1.3k

• RITCHIEHuang/DeepRL_Algorithms

  DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

  Language:Python31941

• SethHWeidman/DLFS_code

  Code for the book Deep Learning From Scratch, from O'Reilly September 2019

  Language:Jupyter Notebook489276

• d2l-ai/d2l-en

  Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

  Language:Python23.3k4.3k

• BinhangYuan/WaveletFCNN

  Source code and dataset for the paper ""

  Language:Python2815

• khundman/telemanom

  A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

  Language:Jupyter Notebook1k246

• aurotripathy/lstm-anomaly-detect

  Example code for neural-network-based anomaly detection of time-series data (uses LSTM)

  Language:Python17397

• sylvaincom/anomaly-detection-PCA

  Anomaly detection on a production line using principal component analysis (PCA) and kernel principal component analysis (KPCA) *from scratch*.

  Language:MATLAB51

• yzhao062/anomaly-detection-resources

  Anomaly detection related books, papers, videos, and toolboxes

  Language:Python8.3k1.7k

• ageron/handson-ml

  ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

  Language:Jupyter Notebook25.2k12.9k

• exacity/deeplearningbook-chinese

  Deep Learning Book Chinese Translation

  Language:TeX35.7k9.1k

• Separius/awesome-fast-attention

  list of efficient attention modules

  Language:Python990109

• Ivan-Zhou/Anomaly_Detection

  Language:Jupyter Notebook64

• yzhao062/pyod

  A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

  Language:Python8.5k1.4k

• MingchaoZhu/DeepLearning

  Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

  Language:Python6.4k1.3k

• curiousily/Getting-Things-Done-with-Pytorch

  Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

  Language:Jupyter Notebook2.3k629

• cuge1995/awesome-time-series

  list of papers, code, and other resources

  938156

• carlomazzaferro/scikit-hts

  Hierarchical Time Series Forecasting with a familiar API

  Language:Python22239

• lin-shuyu/VAE-LSTM-for-anomaly-detection

  We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.

  Language:Jupyter Notebook44585

• Lizhen0628/text_classification

  使用rnn,lstm,gru,fasttext,textcnn,dpcnn,rnn-att,lstm-att,兼容huggleface/transformers，以及以transforemrs作为词嵌入模型，后面接入cnn、rnn、attention等等做文本分类。以及各个模型的对比

  Language:Python49276

• geekxh/hello-algorithm

  🌍 针对小白的算法训练 | 包括四部分：①.大厂面经 ②.力扣图解 ③.千本开源电子书 ④.百张技术思维导图（项目花了上百小时，希望可以点 star 支持，🌹感谢~）推荐免费ChatGPT使用网站

  Language:Java35.2k6.5k

• jayparks/tf-seq2seq

  Sequence to sequence learning using TensorFlow.

  Language:Python391109