Yacine Boufala's starred repositories
flask-spa-auth
Session-based Auth with Flask for Single Page Apps
svelte-flask-example
Simple example of using Flask to serve a Svelte app
streaming-llm
[ICLR 2024] Efficient Streaming Language Models with Attention Sinks
web-test-gpt
Automatically generate tests for your website by using LLM models
Automated-Testing-for-LLMOps
Create a continuous integration (CI) workflow for testing LLMs applications in an effective way.
langchain-ollama-chainlit
Simple Chat UI as well as chat with documents using LLMs with Ollama (mistral model) locally, LangChaiin and Chainlit
DVC-PyTorch
A PyTorch implementation of DVC(DVC: An End-to-end Deep Video Compression Framework)
Generative-Model-for-Video-Compression
This repository contains codes for trying out video compression with generative model.
enconder_decoder_vs_gan
This repository brings the files for an experiment in python notebook comparing an encode decoder network, a GAN network and a GAN cycle.
gan-compression
[CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs
machine-learning-cheatsheet
A cheat sheet that covers all of the foundational concepts of machine learning in Python.
Variational-Generative-Image-Compression
In this repository, we focus on the compression of images and video (sequence of image frames) using deep generative models and show that they achieve a better performance in compression ratio and perceptual quality. We explore the use of VAEGANs for this task.
Generative-Image-Compression
In this repository, we focus on the compression of images and video (sequence of image frames) using deep generative models and show that they achieve a better performance in compression ratio and perceptual quality. We explore the use of GANs for this task.
kafka-python-camera-stream
Distributed Streaming with Apache Kafka and Python OpenCV
high-fidelity-generative-compression
Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression
compression
Data compression in TensorFlow
spark-deep-learning
Deep Learning Pipelines for Apache Spark
nlg-text-generation
This repository contains Natural Language Generation (NLG) models aimed on generating text of fairy tales (Markov Chain, LSTM neural network, GPT-2 Transformers).