embedding-analysis

Here are 6 public repositories matching this topic...

mahrufa-binta-ali / mahrufa-binta-ali

AI/ML research and software portfolio focused on multimodal learning, retrieval systems, representation learning, medical AI, and model evaluation.

portfolio machine-learning retrieval representation-learning model-evaluation multimodal-learning applied-ai medical-ai contrastive-learning embedding-analysis

Updated Jun 7, 2026

mahrufa-binta-ali / research-portfolio-ai-retrieval-evaluation

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Research portfolio connecting my work on multimodal learning, retrieval systems, contrastive learning, embedding geometry, and AI evaluation.

machine-learning retrieval representation-learning model-evaluation multimodal-learning medical-ai contrastive-learning research-portfolio phd-portfolio embedding-analysis

Updated Jun 7, 2026

mahrufa-binta-ali / zeroshot-baseline-multimodal-retrieval

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Controlled benchmark testing no-training multimodal retrieval baselines before learned alignment.

machine-learning retrieval pytorch pca representation-learning zero-shot model-evaluation similarity-search synthetic-data multimodal-learning medical-ai contrastive-learning embedding-analysis baseline-evaluation

Updated Jun 7, 2026
Python

mahrufa-binta-ali / domain-adaptation-dann-retrieval

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Controlled benchmark studying whether DANN domain adaptation improves retrieval or damages embedding neighborhood structure.

machine-learning computer-vision retrieval pytorch representation-learning model-evaluation domain-adaptation synthetic-data dann cxr medical-ai contrastive-learning gradient-reversal embedding-analysis domain-adversarial-training

Updated Jun 7, 2026
Python

Khanamin-XOR / Movie-Recommender-Matrix-Factorization

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Collaborative-filtering recommender built from scratch — Truncated SVD + SGD-trained bias terms in NumPy, with embedding probing for implicit demographic signal

python numpy collaborative-filtering matrix-factorization sgd recommender-system svd from-scratch movielensm1 embedding-analysis

Updated May 20, 2026
Jupyter Notebook

mahrufa-binta-ali / spectral-geometry-embedding-analysis

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Controlled benchmark showing how spectral geometry diagnostics reveal embedding failures hidden by retrieval metrics.

python machine-learning retrieval clustering diagnostics representation-learning manifold-learning model-evaluation laplacian synthetic-data trustworthiness neighborhood-based spectral-geometry graph-geometry embedding-analysis

Updated Jun 7, 2026
Python

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