allaa-boutaleb Goto Github PK

allaa-boutaleb

antm

Aligned Neural Topic Model (ANTM) for Exploring Evolving Topics: a dynamic neural topic model that uses document embeddings (data2vec) to compute clusters of semantically similar documents at different periods, and aligns document clusters to represent topic evolution.

antm-investigations

Refined Investigations on Aligned Neural Topic Models:\\ Interpretability, Topic Alignment, and Contextualized Topic Representation

apprentissage-agribalyse

A showcase of different forms of Supervised and Unsupervised learning classifiers on the Agribalyse database.

bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

bngrad

Code for the paper: Towards Training Without Depth Limits: Large Batch Normalization Without Gradient Explosion.

dac-m1-s1-mapsi-tmes

Réponses aux travaux machines du modules MAPSI (méthodes et algorithmes de proba et statistiques en info), Master informatique parcours données, apprentissage et connaissance DAC à SU.

datamapplot

Creating beautiful plots of data maps

deep-learning-project

ecg_classification_pytorch

Application of deep learning and convolutional networks for ECG classification

facial-recognition-using-pca

A project made in collaboration with five other classmates, coded fully in Java, showcasing the efficiency of Principal Compoment Analysis method in Facial Recogntion.

infinitely-deep-mlps

knowledge_graph_maker

llama_index

LlamaIndex is a data framework for your LLM applications

mastodon-offensive-speech-detection

An End-To-End Hate/Offensive speech detection of Mastodon Toots

ml-basics

Exercise notebooks for Machine Learning modules on Microsoft Learn

network-packet-analyzer-lui3in033

A network packet analyzer java application. This was a project I worked on with the collabrtion of EL GHALI YOSR, under the supervision of PROMETHEE SPATHIS and KIM THAI.

nlp-practicals

TMEs sur la recherche d’Information et Traitement Automatique de la Langue.

projet-complex

Project of the course of complexity, probabilistic and approached methods that I followed during M1 DAC at Sorbonne University.

projet-lrc

Projet du module logique et représentation des connaissances que j'ai suivi en master 1 Données, Apprentissage et Connaissances DAC à SU.

projet-vision-motion-detection

A motion detection project made in C with an emphasis on low-level optimization. This project was made during my 3rd year of Computer Science at Sorbonne University, in collaboration with NASSIM AHMED ALI and under the supervision of QUENTIN MEUNIER.

realtimeobjectdetection

sentiment-analysis-discourse-classification

NLP Project: Discourse Classification and Sentiment Analysis

sparql-kernel

A Jupyter kernel to launch queries against SPARQL endpoints

time-series-library

A Library for Advanced Deep Time Series Models.

top2vec

Top2Vec learns jointly embedded topic, document and word vectors.

tree-of-thought-llm

[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

vision-practicals

A series of solved Computer Vision practicals during the final Masters Year (M2 DAC) at Sorbonne University.