mohamed-stifi
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NanoTorch Public
Forked from JamorMoussa/NanoTorchNanoTorch is Deep Learning Library from scratch using Numpy and Math.
Python UpdatedFeb 20, 2025 -
A Python-based toolkit for evaluating machine learning models using statistical tests. Includes implementations of McNemar Test, Two-Matched Samples t-Test, Friedman Test, Post-hoc Nemenyi Test, an…
Jupyter Notebook UpdatedFeb 19, 2025 -
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This repository explores distributed training methods for large-scale machine learning models and datasets. It includes experiments on six models using both single-GPU and multi-GPU setups. The rep…
Jupyter Notebook UpdatedJan 11, 2025 -
Distributed-AI-Powered-IoT-System-for-Surveillance-and-Behavior-Detection Public
Forked from MoroccoAI/2024-InnovAI-HackathonAs part of the annual MoroccoAI Annual Conference 2024, this hackathon is set under the theme “Driving the Future of Innovation Through AI”.
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Machine-Learning-courses Public
Forked from uubayesmlgroup/uubayesmlgroup.github.ioUpdatedJul 5, 2024 -
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model-deployment-tuto Public
Forked from JamorMoussa/Build-Simple-API-Using-Flask-Tutorialthis tutorial for ensias student, guide by Mohamed Stifi and Moussa jamor
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NLP-progress-arabic-and-authore Public
Forked from sebastianruder/NLP-progressRepository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Python MIT License UpdatedFeb 16, 2024 -
NumOptiPy Public
This package provides implementations of various numerical methods and algorithms for solving mathematical problems, including elimination methods, root-finding methods, matrix factorization, optim…
Python UpdatedFeb 2, 2024 -
mixtral-offloading Public
Forked from dvmazur/mixtral-offloadingRun Mixtral-8x7B models in Colab or consumer desktops
Python MIT License UpdatedJan 18, 2024 -
This repository contains a Python implementation of the Adam optimizer, an adaptive learning rate optimization algorithm widely used in machine learning. The implementation is encapsulated within a…
Python UpdatedDec 10, 2023 -
Python code for visualizing Gradient Descent optimization paths with animated contours. Demonstrates two strategies: fixed and optimal step sizes. Includes Fibonacci search for step size and data s…
visualization python animation optimization matplotlib gradient-descent gradient-descent-implementationPython UpdatedNov 19, 2023 -
LexiKey is your all-in-one language companion, blending a pocket dictionary with a seamless translation tool. Delve into comprehensive word definitions, phonetics, and vivid examples. Effortlessly …
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Production-Level-Deep-Learning Public
Forked from alirezadir/Production-Level-Deep-LearningA guideline for building practical production-level deep learning systems to be deployed in real world applications.
UpdatedNov 17, 2023 -
awesome-chatgpt-prompts Public
Forked from f/awesome-chatgpt-promptsThis repo includes ChatGPT prompt curation to use ChatGPT better.
HTML Creative Commons Zero v1.0 Universal UpdatedNov 14, 2023 -
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Use the elimination of Gauss-Jordan to find the inverse of a matrix A
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python implementation of the following optimization methods:
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Understanding_DeepLearning_13_10_23_C Public
Forked from udlbook/udlbookUnderstanding Deep Learning - Simon J.D. Prince