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1. minhash-lsh-evaluation minhash-lsh-evaluation Public archive

   Assessing MinHash LSH for text similarity. Compares with kNN using BART embeddings as ground truth. Involves data preprocessing, shingle creation, LSH experiments. Findings inform LSH's efficiency …

   Jupyter Notebook

2. ml-classic-scratch ml-classic-scratch Public archive

   Ordinary Least Squares, Ridge Regression, Expectation Maximization, Full Bayesian Inference, Bayes Classifiers, kNN, and MLP core algorithms from scratch. Some auxiliary functions are also used.

   Jupyter Notebook

3. image-processing-algorithms image-processing-algorithms Public archive

   Python notebook demonstrating the practical application of various methods, including Canny Edge Detection, Harris Corner Detector, Hough Transform for Lines detection and Laplacian of Gaussian (LoG).

   Jupyter Notebook

4. sdt sdt Public

   A Spatial Attention Mechanism for Motion Prediction in Autonomous Driving

   Python

5. nist-biometric-viewer nist-biometric-viewer Public

   Python Qt desktop app for secure visual review of biometric images embedded in ANSI/NIST transaction files.

   Python