HangZhang10's repositories
AI-System
System for AI Education Resource.
AI_Tutorial
精华机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理
algorithm-Blog
Python机器学习算法技术博客，有原创干货！有code实践！ 【更多内容敬请关注公众号 "算法进阶"】
awesome-AI-for-time-series-papers
A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.
awesome-AI-tutorials-surveys
A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.
awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
AWS-ML-study
自己整理了一些ML入门的知识，以及ML项目中的一些经验总结分享
CoST
PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)
Deep-Learning-Algorithms-basic
CNN, LSTM, RNN, GRU, DNN, BERT, Transformer, ULMFiT
DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
influenza_transformer
PyTorch implementation of Transformer model used in "Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case"
joyful-pandas
pandas中文教程
LeetCode-Py
⛽️「算法通关手册」，超详细的「算法与数据结构」基础讲解教程，「LeetCode」700+ 道题目的详细解析。通过「算法理论学习」和「编程实战练习」相结合的方式，从零基础到彻底掌握算法知识。
Machine-Learning-for-Time-Series-with-Python
Machine Learning for Time-Series with Python.Published by Packt
neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
PaddleSpatial
PaddleSpatial is an open-source spatial-temporal computing tool based on PaddlePaddle.
Time-Series-Forecasting-and-Deep-Learning
Resources about time series forecasting and deep learning.
Time-Series-Library
A Library for Advanced Deep Time Series Models.
time-series-transformers-review
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
TimeSeriesMoonlightBox
Time Series Analysis Models Source Code with Deep Learning Algorithms
transformer
Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
Transportation_with_Machine_Learning
交通·未来系列线上公益学术活动PPT
tsai
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
TSFpaper
This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.
YLearn
YLearn, a pun of "learn why", is a python package for causal inference