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Decision_Transformer_Sequence-Modeling_Deep_Reinforcement_Learning
Decision_Transformer_Sequence-Modeling_Deep_Reinforcement_Learning PublicThis repository delivers a from‑scratch Python 3.11 implementation of Decision Transformers, recasting offline RL as conditional sequence modeling with decoder‑only architectures (e.g., GPT‑2 or an…
Python 2
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Hallucination_Detection_for_LLMs
Hallucination_Detection_for_LLMs PublicA Python framework combining three hallucination signals—Monte Carlo prompt-pairing with inverse perplexity, FactScore entity/SVO precision, and NLI-based entailment plus topic drift—each isotonic-…
Python
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RealTime_DepthMap_3D-Mesh
RealTime_DepthMap_3D-Mesh PublicThis repository provides a set of Python scripts demonstrating how to utilize the DepthAnything V2 model for depth estimation and 3D reconstruction from images and videos. These examples leverage t…
Python 16
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Retinex-Laplacian-Defogging
Retinex-Laplacian-Defogging PublicAn implementation of the Retinex-Based Laplacian Pyramid Method for Image Defogging, based on the IEEE paper. This project enhances foggy images using a combination of Multi-Scale Retinex (MSR), La…
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sound-based_fault_detection
sound-based_fault_detection PublicThis project focuses on utilizing transfer learning techniques to enhance sound-based fault detection in industrial machinery. By leveraging the pre-trained VGG16 architecture and the Keras deep le…
Jupyter Notebook 6
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Mineral_Prospectivity_Mapping_GNN
Mineral_Prospectivity_Mapping_GNN PublicThis repository contains Python implementations of advanced graph neural network (GAT and GCN) models applied for Mineral Prospectivity Mapping (MPM). The primary goal is to predict and identify po…
Jupyter Notebook 6
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