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tahararib's Projects

get-started-with-jax icon get-started-with-jax

The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.

haystack icon haystack

:mag: Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

high-dimensional-deep-learning icon high-dimensional-deep-learning

Science des données Saison 4 : Apprentissage en grande dimension, Données fonctionnelles, Détection d'anomalies, Introduction au Deep Learning

intro-python icon intro-python

Python pour Statistique et Science des Données -- Syntaxe, Trafic de Données, Graphes, Programmation, Apprentissage

intro-r icon intro-r

R pour Statistique et Science des Données -- Démarrer, syntaxe, graphes, éléments de programmation

intro_mlnd icon intro_mlnd

Projects for the Introduction to Machine Learning Nanodegree at Udacity. Nanodegree link: https://www.udacity.com/course/intro-to-machine-learning-with-tensorflow-nanodegree--nd230

ml_py icon ml_py

Simple Python code implementations of Machine Learning problems and techniques

mltraining icon mltraining

Machine Learning Training for Data Science and AI ... Bootcamp in progress

msds621 icon msds621

Course notes for MSDS621 at Univ of San Francisco, introduction to machine learning

paind icon paind

Projects and notebooks for the PAIND Udacity nanodegree

prml icon prml

PRML algorithms implemented in Python

pytorch-learn-reinforcement-learning icon pytorch-learn-reinforcement-learning

A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.

pytorch-original-transformer icon pytorch-original-transformer

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

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