Educational Implementation · Jupyter Notebook

deep-learning

My solutions to the assignments of deep learning course

Vraj Patel@vrajpat3ll · Atlas 61.7 · #14= builder

What it is

The repository contains three educational components: a machine learning assignment for text classification using embeddings and classical models, a Jupyter notebook demonstrating an LLM-based agent playing the 2048 game, and a script for sampling and plotting normal distributions.

Scored at76dc6224 Nov 2026Changes since

Merit describes the code at this commit. Later pushes count once the owner rescans. How merit is scored

Where it counts

Machine Learning80%
NLP & LLMs70%
Data Science60%
AI Agents60%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

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71, shared rankNeuroTraceML Application · PythonThe NeuroTrace repository provides a full-stack application for Alzheimer's disease analysis, integrating 3D brain segmentation, feature extraction, and machine learning models for prediction and progression tracking, with a web interface for user interaction.49.2/100ImplementationIrine MiltonMachine Learning
71, shared ranksocrateLibrary / Framework · Jupyter NotebookThe SocrateX library provides a modular framework for building OCR models that combine CNN feature extraction with transformer-based sequence modeling, including components for data handling, training, and inference.49.2/100Implementationvlad andreiMachine Learning
73, shared rankVISTAArchitecture Modification / Research · Jupyter NotebookVISTA is a video object detection framework that augments standard detection architectures (DETR, YOLO, SSD) with optical flow-based motion features and a staticness branch to improve detection of moving and static objects. It provides training scripts for three variants and…48.5/100ImplementationSuceveanu Mircea Dan SanduMachine Learning
73, shared rankdeep-learningEducational Implementation · Jupyter Notebook48.5/100ImplementationVraj PatelMachine Learning
75automatos-voiceML Application · PythonThe repository provides a voice service offering speech-to-text and text-to-speech capabilities via OpenAI-compatible REST APIs, along with a real-time conversational pipeline for voice interactions with an external LLM. It is containerized, includes monitoring and logging, and…48.2/100ImplementationAutomatos AIMachine Learning

What it is

Where it counts

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