**CODE**

**Time series data mining**- Separation of shape and temporal patterns in time series, C++ and Python wrapper package STS2, (github)
- elastic Kernelized Averaging of Time Series in C++ TEKA, (github)
- Regularized Dynamic Time Warping Kernel (KDTW)
- KDTW in a nutshell KDTW
- KDTW pure python and C implementations with a python biding (github)
- The Matlab/Octave code for KDTW is available here
- Time Warp Edit Distance: TWED
- ANSI C source code: twed.c, variant with a non infinite, progressive initialization.
- Python implementation: twed.py (github).
- Python/Matlab/Octave implementations: wikipedia, thanks to the summer term 2013 TSDM-students at the Intelligent Embedded Systems Department at the University of Kassel, Germany (Matlab implementation).

- Assessing automatic labeling in data stream in C++ (evTSS)
**Symbolic sequence data mining**- Regularized string Kernel derived from the Levenshtein's distance (kLevenshtein) python implementation kLevenshtein.py (github)
- Sequence Covering Similarity, suffix tree implementation, Python Package STreeCS, (github)
- SCOTT, a software able to compute, for any fully-labelled (edge and node) graph, a canonical tree representative of its isomorphism class, that can be derived into a canonical trace (string) or adjacency matrix (SCOTT)
- The fast protein shape retrieval with Laplacian Norm Alignement (LNA) code is available here
**Anomaly detection**- Forest of random partitioning trees for point-wise and collective anomaly detection DiFF-RF, (github)
- Hybrid Isolation Forest in Python HIF, (github)

**DATA SETS**

- Tender Electronic Daily (European call for tenders) TED (multilingual textual data set)
- Part of the AALTD'2016 Challenge Isolated Gesture Recognition Dataset
- Textual copora: RSS_7Classes and Wikipedia_21Classes
- The Pulse Width Modulation (PWM) synthetic datasets for Time Series Classification/Clustering benchmarking are available here