Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving

Document similarity algorithms experiment - Jaccard, TF-IDF, Doc2vec, USE, and BERT.

Catalyst.Segmentation

Skin lesion segmentation is one of the first steps towards automatic Computer-Aided Diagnosis of skin cancer. Vast variety in the appearance of the skin lesion makes this task very challenging. The contribution of this paper is to apply a power foreground extraction technique called GrabCut for automatic skin lesion segmentation in HSV color spa…

iamge Retrieva

Clustering similar tweets using K-means clustering algorithm and Jaccard distance metric

PPJoin and P4Join Python 3 implementation

Highly optimized search for similar multisets

Comprehensive Machine Learning Techniques: Metrics, Classifiers, and Evaluation

Code for Quora Competition on Kaggle

An ML+NLP solution for linking misspelled titles with the true titles

Evaluation and agreement scripts for the DISCOSUMO project. Each evaluation script takes both manual annotations as automatic summarization output. The formatting of these files is highly project-specific. However, the evaluation functions for precision, recall, ROUGE, Jaccard, Cohen's kappa and Fleiss' kappa may be applicable to other domains too.

Implementation of some intern and extern clustering indexes

Just some implementations of word distance functions.

Simple Projects in Data Mining