Skip to content
/ ml_projects Public

Collection of ML Notebooks featuring RAY, Optuna, model/data parallelism, and ALS recommender systems, KMeans, PCA, Convolutional AutoEncoders...

0 stars 0 forks Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

TopAgrume/ml_projects

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

4 Commits
ALS_Recommender_System (EN).ipynb
ALS_Recommender_System (EN).ipynb
 
 
Autonomous_Car_Classification_using_RAY (EN).ipynb
Autonomous_Car_Classification_using_RAY (EN).ipynb
 
 
Basic_Regressions (FR).ipynb
Basic_Regressions (FR).ipynb
 
 
Classification_Alzheimer_using_Optuna (FR).ipynb
Classification_Alzheimer_using_Optuna (FR).ipynb
 
 
Classification_Financial_Crimes_using_RAY (EN).ipynb
Classification_Financial_Crimes_using_RAY (EN).ipynb
 
 
Classification_Heart_Failure_KMeans_PCA (FR).ipynb
Classification_Heart_Failure_KMeans_PCA (FR).ipynb
 
 
Compression_using_Autoencoders (FR-EN).ipynb
Compression_using_Autoencoders (FR-EN).ipynb
 
 
Convolutional_AutoEncoder (EN).ipynb
Convolutional_AutoEncoder (EN).ipynb
 
 
IREN_Ships_Classification (EN).ipynb
IREN_Ships_Classification (EN).ipynb
 
 
Intro_Data_Parallelism (EN).ipynb
Intro_Data_Parallelism (EN).ipynb
 
 
Intro_Model_Parallelism (EN).ipynb
Intro_Model_Parallelism (EN).ipynb
 
 
Motion_Compensation (FR).ipynb
Motion_Compensation (FR).ipynb
 
 
Motion_Estimation (FR).ipynb
Motion_Estimation (FR).ipynb
 
 
README.md
README.md
 
 
Transformers_Generation_Fine-tuning (EN).ipynb
Transformers_Generation_Fine-tuning (EN).ipynb
 
 

Repository files navigation

Machine Learning and Deep Learning Projects

This repository contains a collection of Jupyter notebooks covering various topics in machine learning and deep learning. The projects are implemented using different frameworks and techniques, ranging from basic regressions to advanced deep learning models.

Languages

The notebooks are written in either English (EN) or French (FR)

About

Collection of ML Notebooks featuring RAY, Optuna, model/data parallelism, and ALS recommender systems, KMeans, PCA, Convolutional AutoEncoders...

Topics

natural-language-processing computer-vision deep-learning machine-learning-algorithms regression classification image-compression image-motion

Resources

Readme
Activity

Stars

0 stars

Watchers

1 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages