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aeon

A unified framework for machine learning with time series

app_deep_learning

T81-558: PyTorch - Applications of Deep Neural Networks @Washington University in St. Louis

bhaskar-dhariyal

dsrepo

All random Data Science and Machine Learning activity

fibehackathon

Fibe Hackathon

generic_scripts

Some generic scripts that help me to save some time while doing research work/coding

gluon-ts

Probabilistic time series modeling in Python

julia

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

ltsf-linear

This is an official implementation for "Are Transformers Effective for Time Series Forecasting?"

merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

mlresources

Resources for ML, time-series, etc

mr-seql

Time Series Classification with Multiple Symbolic Representations.

msts

This Repository consists of code to run a correlation based feature subset selection technique for multivariate time series data called MSTS

pml-teaching

pml2023

Probabilistic ML course 2023

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pytorch-learning

Pytorch python notebooks

rl-sentence-compression

Code for the ACL 2022 paper "Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning"

rocket

ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels

sfa

Scalable Time Series Data Analytics

sktime

A unified framework for machine learning with time series

tabularmodelsfortsc

Repo for AALTD Paper

the-grand-complete-data-science-materials

ts-interpretability-benchmark

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.