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1. NLP-Multi-Class-Prediction-with-Imbalance-Dataset NLP-Multi-Class-Prediction-with-Imbalance-Dataset Public

   This is a current real world NLP problem with 11 categories from a financial company. I provided multiple solutions to solve multi-class classifications with imbalance data.

   Jupyter Notebook 3

2. YOLOV3-Detection-of-Truck-Vehicle-Types YOLOV3-Detection-of-Truck-Vehicle-Types Public

   You only look once (YOLO) is a state-of-the-art, real-time object detection system. YOLOV3 is extremely fast and accurate compared with other algorithms, such as R_CNN, RetinaNet etc. It uses Darkn…

   Jupyter Notebook 2

3. Huggingface-transformer-pipelines-for-15-NLP-tasks Huggingface-transformer-pipelines-for-15-NLP-tasks Public

   This Notebook implemented pretrained transformer pipelines for 15 NLP tasks. Framework uses Tensorflow except table question answering which is only available for PyTorch.

   Jupyter Notebook 1

4. Compter-Vision-OpenCV-Image-Processing Compter-Vision-OpenCV-Image-Processing Public

   Three small OpenCV image processing projects: Histogram match two images, Remove noise and edge detection, Mean shift segmentation etc.

   Jupyter Notebook

5. Machine-Learning-Classifications-for-Heart-Disease-Prediction Machine-Learning-Classifications-for-Heart-Disease-Prediction Public

   Implemented Logistic Regression, SVM, KNN, Decision Tree, Random Forest, Gradient Boosting, XGBoost, ANN etc. ML algorithms for heart disease analysis and prediction.

   Jupyter Notebook

6. Machine-Learning-Models-for-California-Housing-Price-Prediction Machine-Learning-Models-for-California-Housing-Price-Prediction Public

   Implemented Linear Regression, Lasso, Ridge, Decision Tree, Random Forest and XGBoost ML algorithms for housing price prediction.

   Jupyter Notebook 1