jerronl's repositories
Crossformer
Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"
xlwings
xlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on Windows and macOS as well as with Google Sheets and Excel on the web.
Time-LLM
[ICLR 2024] Official implementation of "Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"
DCRNN_PyTorch
Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch
aeon
A unified framework for machine learning with time series
rtdl
Research on Tabular Deep Learning (Python package & papers)
ioq3
The ioquake3 community effort to continue supporting/developing id's Quake III Arena
OJs
solutions to OJs
TensorFlow-Course
Simple and ready-to-use tutorials for TensorFlow
sktime
A unified toolbox for machine learning with time series
flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
VCSamples
Samples for VC++
sktime-dl
sktime companion package for deep learning based on TensorFlow
fastbook
The fastai book, published as Jupyter Notebooks
usaco
My solutions for USACO training problems
CTGAN
Conditional GAN for Tabular Data
rocket
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels
t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
LSTNet_Keras
my blog https://blog.csdn.net/qq_35649669/article/details/105586099
timeseriesAI
Practical Deep Learning for Time Series / Sequential Data using fastai/ Pytorch
CNN-BiLSTM-Attention-Time-Series-Prediction_Keras
CNN+BiLSTM+Attention Multivariate Time Series Prediction implemented by Keras
MLCNN-Multivariate-Time-Series
Codes for Multi-Level Construal Neural Network framework
leetcode
LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)
DSANet
Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".