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1. oracle-queue-monitor oracle-queue-monitor Public

   Oracle DB queue monitor with live plotting and spike detection.

   Python

2. 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

3. 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

4. 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

5. m4-timeseries-mlp m4-timeseries-mlp Public archive

   TimeSeries forecasting with a simple MLP model. It preprocesses the m4-competition dataset, encodes time-related info, scales data, and generates input sequences. The MLP, using TensorFlow/Keras, h…

   Jupyter Notebook

6. apache-spark-evaluation apache-spark-evaluation Public archive

   Evaluates the execution time differences between RDD (Resilient Distributed Datasets) and DataFrame data structures in Apache Spark. Also takes into account the file format being used, such as CSV …

   Python 1