Simon Nyamu's Projects
100 Days of ML Coding
This is the repository for the Jupyter Notebooks accompanying the book "Advanced Machine Learning - From Theory to Practice with NumPy and scikit-learn".
Adversarial patch attack on CIFAR10 dataset and tested on ResNet34, ResNet18 and VGG16
Pytorch implementation of Adversarial Patch on ImageNet (arXiv: https://arxiv.org/abs/1712.09665)
Tools for detecting wildlife in aerial images using active learning
๐งโ๐ซ 59 Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
A curated list of awesome mathematics resources
:octocat: Machine Learning for Cyber Security
A Graduate Level Three Week Bootcamp on AWS
A collection of useful CloudFormation templates
The Customizations for AWS Control Tower solution combines AWS Control Tower and other highly-available, trusted AWS services to help customers more quickly set up a secure, multi-account AWS environment using AWS best practices.
Hands on labs and code to help you learn, measure, and build using architectural best practices.
๐ A ranked list of awesome machine learning Python libraries. Updated weekly.
Master programming by recreating your favorite technologies from scratch.
CloudMapper helps you analyze your Amazon Web Services (AWS) environments.
This program writes READMEs for you.
A complete computer science study plan to become a software engineer.
Best Practices, code samples, and documentation for Computer Vision.
Codes for CIKM'21 paper 'Self-Supervised Graph Co-Training for Session-based Recommendation'.
A place where our community can discuss OpenMined Courses, including posting questions, sharing feedback, or providing comments for discussion!
An offline deep reinforcement learning library
DALLยทE Mini - Generate images from a text prompt
Deep learning recommender end-to-end project showing Gradient Notebooks and Workflows
This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.
Overview of Deep Reinforcement Learning - Actor-Critic Methods
This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.