Pinned Loading

1. BPE-Tokenizer-from-Scratch BPE-Tokenizer-from-Scratch Public

   A Python implementation of the Byte Pair Encoding (BPE) algorithm from scratch for subword tokenization, demonstrated on a real-world text corpus using NLTK.

   Python

2. MNIST-Ensemble-CNN-Paper-Implementation MNIST-Ensemble-CNN-Paper-Implementation Public

   PyTorch implementation of "An Ensemble of Simple Convolutional Neural Network Models for MNIST Digit Recognition" with M3, M5, M7 architectures, ensemble learning, and experimental results.

   Jupyter Notebook

3. NLTK-Text-Preprocessing NLTK-Text-Preprocessing Public

   A Python project demonstrating text preprocessing using the NLTK library, including custom regex tokenization, POS-aware lemmatization, and sentence segmentation for natural language processing tasks.

   Jupyter Notebook

4. Particle-Swarm-Optimization-PSO-Visualizer Particle-Swarm-Optimization-PSO-Visualizer Public

   A Python implementation of the Particle Swarm Optimization (PSO) algorithm for continuous optimization problems. The project demonstrates swarm-based search using the Rastrigin and Shifted Griewank…

   Python