From b0ac6154dca430511278ccdf1261af486e0c7c05 Mon Sep 17 00:00:00 2001 From: "Amir Arsalan (Adrian) Yavari" Date: Wed, 25 Sep 2024 22:42:22 +0330 Subject: [PATCH] Create README.md --- README.md | 229 ++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 229 insertions(+) create mode 100644 README.md diff --git a/README.md b/README.md new file mode 100644 index 0000000..49f132d --- /dev/null +++ b/README.md @@ -0,0 +1,229 @@ +# Artificial Intelligence Exercises + +In this GitHub repository, I have worked on various aspects of artificial intelligence, organized into four main folders. + +The [Machine Learning (ML)](ML) section covers fundamental techniques such as classification, clustering, recommender systems, and regression. + +The [Deep Learning (DL)](DL) folder includes projects like digit classification, a recommender system using neural networks, and both binary and multi-class classification with Fastai. + +Additionally, the [Reinforcement Learning (RL)](RL) section features a project utilizing Deep Q-Networks (DQN) for the Lunar Lander environment. + +Lastly, there is a [web scraper](web_scraper) for data collection purposes. + +
+ +### Projects: +*(Click on each section to see the list of units)* + +
+ ML Projects: + +
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+ DL Projects: + +
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+ RL Project: + +
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+ The Web Scraper Script: +
+ +
+ +Also my ML and DL courses assignments are available in [Sharif-University-ML-DL-RayanCourse_Assignments](https://github.com/arsalanyavari/Sharif-University-ML-DL-RayanCourse_Assignments) repository that includes: +
+ + Exploratory Data Analysis (EDA), Data Preprocessing, Logistic Regression and Unsupervised Image Segmentation using Clustering + Jupyter Source Code + + +
+ +
+ + Nural Network, Binary Classification, Image Classification and data transformation & normalization + Jupyter Source Code + + +
+ +
+ + Variational Autoencoder (VAE) Implementation and Stable Diffusion + Jupyter Source Code + + +