Sid3503's Repositories

29 repositories

AI-Powered-PDF-Content-Analyzer-and-Extractor
No description
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AnimeGAN
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AstroTech
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Cancero
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code-iterate
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CPTR
An encoder-decoder model using Vision Transformers (ViT) for image encoding and Transformer decoder for caption generation.
⭐ 0 🌐 Public
Demand-Forecasting
A demand forecasting project using time series analysis and machine learning (NBEATS, PROPHET, etc.) to predict product demand. Includes data preprocessing, model training, evaluation, and visualization for accurate sales predictions.
⭐ 0 🌐 Public
EngHebrew-Transformer
A PyTorch implementation of a Transformer model for English-to-Hebrew translation, trained on OPUS100 datasets.
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flask-backend
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⭐ 1 🌐 Public
flask-demo
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forecast-demo
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GramAarogya
GramAarogya is an AI-powered healthcare platform bridging the gap between rural communities and quality medical care in India. With features like a multilingual health assistant, doctor discovery, healthcare facility locator, and health education resources, the platform makes healthcare accessible to everyone regardless of language or location.
⭐ 4 🌐 Public
InsightSphere
No description
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line
Line SDK for voice agents.
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LoRA
A beginner-friendly guide to Low-Rank Adaptation (LoRA) - the efficient fine-tuning technique for LLMs. Explains core concepts with intuitive visuals, math, and minimal code.
⭐ 2 🌐 Public
NoProp
PyTorch implementation of the groundbreaking paper "NoProp: Training Neural Networks Without Backpropagation or Forward Propagation".
⭐ 65 🌐 Public
ppo-reward
This repository implements a reward-based modeling approach using Proximal Policy Optimization (PPO) for enhanced text summarization. By leveraging human feedback, the model generates accurate and contextually relevant summaries, improving the efficiency and quality of natural language processing tasks.
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Sid3503
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siddharth
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SIH_1706
Intelligent Enterprise Assistant: Enhancing Organizational Efficiency through AI-driven Chatbot Integration
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sparse-attention
PyTorch-style strided sparse attention with configurable strides, local+global token support, and memory-efficient masking.
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stable_diffusion
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Textract
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TFT-Forecasting
Optuna-based hyperparameter tuning for Temporal Fusion Transformer (TFT) model to minimize RMSE using historical forecast validation.
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Token-shuffle-MLLMs
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⭐ 1 🌐 Public
transformer-pytorch
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travel-planner
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UNet
TensorFlow implementation of the U-Net architecture for semantic image segmentation, specifically designed for the Oxford-IIIT Pet Dataset
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VQgan
A minimal implementation for generating MNIST digit images using a trained VQGAN model.
⭐ 0 🌐 Public