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PyTorch implementation of Soft-DTW: a Differentiable Loss Function for Time-Series in CUDA
Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch
Data and software for building the ACL Anthology.
A list of papers for physiological signal classification using machine learning/deep learning.
A curated list of awesome self-supervised methods
Implementation of various string similarity and distance algorithms: Levenshtein, Jaro-winkler, n-Gram, Q-Gram, Jaccard index, Longest Common Subsequence edit distance, cosine similarity ...
A library implementing different string similarity and distance measures using Python.
LPIPS metric. pip install lpips
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
An Open Source Machine Learning Framework for Everyone
similarity: Text similarity calculation Toolkit for Java. 文本相似度计算工具包，java编写，可用于文本相似度计算、情感分析等任务，开箱即用。
Python extension for UCR Suite highly optimized subsequence search using Dynamic Time Warping (DTW)
[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI
wildboar is a Python module for temporal machine learning
tracking papers, datasets, and models of "large language model (LLM) for time series"
An up-to-date list of time-series related papers in AI venues.
Java time series machine learning tools in a Weka compatible toolkit
Must-read papers on graph foundation models (GFMs)
This is the repository for the collection of Graph Neural Network for Traffic Forecasting.
A comprehensive survey on the time series domains
😎 Awesome lists about all kinds of interesting topics
A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold N…
Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight)