preface24's starred repositories
mvts_transformer
Multivariate Time Series Transformer, public version
time-series-transformers-review
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
pytorch-ts
Tutorials on using encoder decoder architecture for time series forecasting
Multidimensional-time-series-with-transformer
transformer/self-attention for Multidimensional time series forecasting 使用transformer架构实现多维时间预测
computer-science-flash-cards
Mini website for testing both general CS knowledge and enforce coding practice and common algorithm/data structure memorization.
coding-interview-university
A complete computer science study plan to become a software engineer.
jstraining
全栈工程师培训材料
LLMsPracticalGuide
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
LTSF-Linear
[AAAI-23 Oral] Official implementation of the paper "Are Transformers Effective for Time Series Forecasting?"
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
chinese-independent-blogs
中文独立博客列表
Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
transformer-time-series-prediction
proof of concept for a transformer-based time series prediction model
vscode-live-server
Launch a development local Server with live reload feature for static & dynamic pages.
annotated-transformer
An annotated implementation of the Transformer paper.
OpenNMT-py
Open Source Neural Machine Translation and (Large) Language Models in PyTorch
transformer
Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
mplfinance
Financial Markets Data Visualization using Matplotlib
Tensorflow-Project-Template
A best practice for tensorflow project template architecture.
crnn.pytorch
Convolutional recurrent network in pytorch