patrickzib

scalene

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals

Merlion

Merlion: A Machine Learning Framework for Time Series Intelligence

Machine-Learning-Specialization-Coursera

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

loghub

A large collection of system log datasets for AI-driven log analytics [ISSRE'23]

ML_course

EPFL Machine Learning Course, Fall 2023

awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

aeon

A toolkit for machine learning from time series

sparse

Sparse multi-dimensional arrays for the PyData ecosystem

pq

Parse and Query log files as time series

big-ann-benchmarks

Framework for evaluating ANNS algorithms on billion scale datasets.

time-series-papers

An up-to-date list of time-series related papers in AI venues.

numba-scipy

numba_scipy extends Numba to make it aware of SciPy

machine-learning-andrew-ng

Implementations in python of methods and programming assignments of course Machine Learning of Coursera by Andrew Ng

TSDB

a Python toolbox loads 172 public time series datasets for machine/deep learning with a single line of code. Datasets from multiple domains including healthcare, financial, power, traffic, weather, and etc.

coursera-deep-learning

Deep Learning specialization by Andrew Ng on Coursera

hydra

HYDRA: Competing convolutional kernels for fast and accurate time series classification

motiflets

Motiflets

frft

Fast implementation of the multi-dimensional fractional Fourier transform in Python

streaming-datasets

A collection of data sets for stream learning.

convst

Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up to date with the current version for now.

seriesdistancematrix

python_frft

Fractional Fourier transforms for NumPy

mobile-sensing-human-activity-data-set

This is the supporting website for the paper "MOSAD – a new data set for mobile sensing of human activities".

hercules

This is the public archive for the Hercules similarity search index

CliSAT

An exact algorithm for the maximum clique problem (MCP) which improves over state-of-the-art approaches in some cases by orders of magnitude

CHIME

clique-motif

clique-motif

experiments_master_mp_dilation

Evaluation code for my masterthesis: A Dilated Matrix Profile

stumpy_master_mp_dilation

STUMPY with Dilation