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les-tutos-datacorner.fr

Ce répertoire contient les sources des tutos du site datacorner.fr

line_profiler

Line-by-line profiling for Python

lstm-autoencoder-for-anomaly-detection

AI deep learning neural network for anomaly detection using Python, Keras and TensorFlow

lucid

A collection of infrastructure and tools for research in neural network interpretability.

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

machine-learning-in-90-days

machine_learning_basics

Plain python implementations of basic machine learning algorithms

manim

Animation engine for explanatory math videos

math_for_ml

maths-for-ml

maths-for-ml_all

medium_blog_codes

https://medium.com/@nroy0110

mit-15-003-data-science-tools

Study guides for MIT's 15.003 Data Science Tools

ml-mastery

Code from Jason Brownlee's course on mastering machine learning

ml_cheat_sheet

My notes and superstitions about common machine learning algorithms

ml_finance_codes

Machine Learning in Finance: From Theory to Practice Book

mlclass

My main Machine Learning class

mljar-supervised

Automates Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning :rocket:

mlplatform-workshop

🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more

natural-language-processing

Resources for "Natural Language Processing" Coursera course.

nlp-demystified

Code and data for Natural Language Processing Demystified

notebooks

Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation details left out from the papers.

optuna

A hyperparameter optimization framework

pipelines-using-sklearn

plotly-dashboards-with-dash

This is the repo for the Udemy Course Python Dashboards with Plotly's Dash

probability

Probabilistic reasoning and statistical analysis in TensorFlow

pycaret

An open-source, low-code machine learning library in Python

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

python_francais

Python - Traduction française

scikit-learn