Mansar Youness

image_search_engine. Image search engine

time_series_forecasting. Python

EEG_classification. EEG Sleep stage classification using CNN with Keras

ECG_Heartbeat_Classification. CNN for heartbeat classification

medical_image_segmentation. Medical image segmentation ( Eye vessel segmentation)

audio_classification. CNN 1D vs 2D audio classification

document_ai_agents. A set of re-usable AI agent for document processing

recommender_transformer. Python

graph_classification. Learning from graph data using Keras

music_genre_classification. music genre classification : LSTM vs Transformer

rubiks_cube. Rubik's Cube solver using reinforcement learning

kinship_prediction. Deep Neural Networks for Kinship prediction using face photos

COLA_pytorch. COLA contrastive pre-training method implemented in PyTorch

face_age_gender. Can we predict the age and gender of someone given a picture of their face ?

DeepTabular. Python

IntegratedGradientsPytorch. Integrated gradients attribution method implemented in PyTorch

sudoku_solver. Solving a Sudoku Puzzle from a screenshot

fingerprint_denoising. U-Net for fingerprint denoising

distill-llm. Python

llm-serve-tutorial. Python

RL. RL algorithm implementations from scratch.

FastImageClassification. A Step-By-Step tutorial to build and deploy an image classification API

Recommender_keras. Basic recommendation system for Movilens dataset using Keras

opentelemetry-langgraph-langchain-example. Example using OpenTelemetry to instrument a FastAPI / LangGraph / Langchain application

xumi. Python

llmclassifier. LLM classification helper

celery_ml_deploy. Python

travel_dataset. Agentic Wikipedia parsing

nicegui_tutorial. Python

easy_llm_agent_deploy. One line llm agent deployment based on langgraph.

ner_playground. Python

TagSuggestionImages. Suggest multiple Tags/Labels that better fit an image

gcp_model_deploy_example. Python

handwriting_forensics. Python

knowledge_distillation. Knowledge Distillation

retrieval_augmented_classification. Python

active_learning. Active Learning Applied to image and tabular data

code_search. Python

LLM-Voice. Python

learning_to_abstain. Know what you don't know

doc-llm. Python

malignancy_detection. malignancy detection using CNNs with Keras

ReconstructionAuxLoss. Improve Neural Network's Generalization Performance By Adding an Unsupervised Auxiliary Loss - Pytorch Lightning

bleach_bot. Python

constrained_llm_generation. Python

interpretable_nlp. Python

ingredient_extraction. Python

streamlit_demo. Python

ToyImageClassificationDataset. Toy Image Classification Dataset Annotated with Labelme

dimensionality_reduction. HTML

Hands-On-Docker-for-Microservices-with-Python. Hands-On Docker for Microservices with Python, published by Packt