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Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah

Python 1,173 207 Updated Sep 9, 2024

Python for Finance module for Imperial MSc in Mathematics and Finance

Jupyter Notebook 82 48 Updated Nov 29, 2023

Animation engine for explanatory math videos

Python 62,867 5,824 Updated Oct 1, 2024

Topic clustering library built on Transformer embeddings and cosine similarity metrics.Compatible with all BERT base transformers from huggingface.

Python 41 13 Updated Jun 11, 2021

Multivariate Time Series Transformer, public version

Python 749 173 Updated Aug 27, 2023

Implemented the research paper ‘A Unified Entropy-Based Distance Metric for Ordinal-and-Nominal-Attribute Data Clustering’ by Zhang et al. and built a python package for finding a common distance m…

Python 7 6 Updated Apr 24, 2020

A non-official pytorch implementation of the DTC model for time series classification.

Python 46 6 Updated Jun 20, 2021

Time-series Classification & Clustering For A Class of Stochastic Processes

Python 2 3 Updated Apr 3, 2021
Jupyter Notebook 1 1 Updated Sep 11, 2021

Various distance and similarity measures in python

Python 22 6 Updated Sep 3, 2018