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Projects in Awesome Lists by iboud0
A curated list of projects in awesome lists by iboud0 .
https://github.com/iboud0/hnsw-attribute-filtering-optimization
Optimizing multi-attribute filtering for Approximate Nearest Neighbor (ANN) search using HNSW. This project integrates bitsets and Roaring Bitmaps into HNSWLib to accelerate query performance by reducing evaluation costs for large attribute datasets.
ann-search approximate-nearest-neighbor bitsets cpp data-structures efficient-filtering hnsw optimization roaring-bitmaps
Last synced: 01 Jan 2025
https://github.com/iboud0/lra-image-classification-on-sequences-of-pixels
Benchmarking sequence-based models on CIFAR-10 for the LRA benchmark. Implemented and evaluated models like TrellisNet, LipschitzRNN, PiT, Nyströmformer, and FNet for image classification
benchmarking cifar10 deep-learning image-classification long-range-arena machine-learning neural-networks python research sequence-modeling transformers
Last synced: 08 Jan 2025
https://github.com/iboud0/scikit_learn_clone
Custom implementation of various machine learning algorithms and utilities inspired by Scikit-Learn
Last synced: 08 Jan 2025
https://github.com/iboud0/rsa-encryption-and-in-practice
Implementation and exploration of RSA encryption, including its security properties, practical applications, and real-world use cases. A class project to learn and experiment with cryptographic principles
cryptographic-algorithms cryptography cryptography-project encryption python rsa secure-communication security
Last synced: 08 Jan 2025
https://github.com/iboud0/hand-sign-recognition
Real-time hand sign recognition using computer vision. Combines pre-trained hand detection and custom classifiers. Capture webcam hand images, detect hands, and collect a dataset for future model training.
Last synced: 08 Jan 2025