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Name: Afshin Karimi
Type: User
Bio: Machine Learning Engineer / Data Scientist
Location: Germany
Name: Afshin Karimi
Type: User
Bio: Machine Learning Engineer / Data Scientist
Location: Germany
Automatically segment the liver and liver tumors in CT scans with 3D-UNET
Automatically segment the left Atrium in cardiac images
Predict a bounding box around the heart in X-ray images.
This repository hosts a user-friendly chatbot application, powered by the GPT-3.5 model and built with the Streamlit framework. Engage in dynamic conversations, ask questions, and enjoy interactive responses with ease. Customize and extend its capabilities to suit your specific requirements.
Deep Learning and Wavelets for High-Frequency Price Forecasting
Implement a Deep Q-Network (DQN) model with Experience Replay and Target Network technics with Pytorch
Build a Face Emotion Recognition (FER) Algorithm
This project is a demonstration of a Financial Risk Assessment application that predicts risk tolerance based on user-provided financial data. It combines machine learning models (Logistic Regression and LightGBM), FastAPI for the backend, and Streamlit for the frontend to create an interactive web application.
📚 Text Classification with LoRA (Low-Rank Adaptation) of Language Models - Efficiently fine-tune large language models for text classification tasks using the Stanford Sentiment Treebank (SST-2) dataset and the LoRA technique.
Implement GAN and DCGAN (Deep Learning Course Project)
In this project, Support Vector Machines (SVM) algorithm implemented that determines which patient is in danger and which is not.
Convert images into captivating audio stories using image-to-text, language models, and text-to-speech technologies. Upload images, generate stories, and listen to the narrated audio clips. A fun project combining AI and creativity.
Advance computer vision course project (Fall 2020)
Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.
Time series prediction with LSTM and GRU models. (Deep Learning course project)
Automatically segment lung cancer in CTs
This repository demonstrates the deployment of a machine learning app on Amazon EKS using Docker and Kubernetes, with the incorporation of MLOps practices such as version control, CI/CD, and infrastructure as code.
Advance computer vision course project (Fall 2020)
Implement MultiLayer Perceptron (MLP) on MNIST dataset
Identify size of pneumonia in X-Ray images
Predict house prices with kernel regression
This repository implements the "ReAct" framework, combining OpenAI's GPT-3.5 Turbo model and LangChain for dynamic reasoning and interaction with external data sources.
Implement ResNet architecture and test on CIFAR10 dataset
Machine Learning Course Final Project (Sharif University of Technology)
This repository contains an application designed to recommend scientific papers that are most similar to a given input paragraph. The application uses the llama and weaviate libraries to achieve this.
This project utilizes a fine-tuned Large Language Model (LLM) to generate train scheduling information from unstructured textual data, providing an interactive UI via Streamlit.
Implement U-Net on CT dataset
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.