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100-days-of-ml-code

100 Days of ML Coding

590-final-project-1

advanced-machine-learning

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

Adversarial patch attack on CIFAR10 dataset and tested on ResNet34, ResNet18 and VGG16

adversarial_patch_attack

Pytorch implementation of Adversarial Patch on ImageNet (arXiv: https://arxiv.org/abs/1712.09665)

aerial_wildlife_detection

Tools for detecting wildlife in aerial images using active learning

africa_poverty

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

artificial-intelligence-deep-learning-machine-learning-tutorials

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.

awesome-math

A curated list of awesome mathematics resources

awesome-ml-for-cybersecurity

:octocat: Machine Learning for Cyber Security

aws-bootcamp

A Graduate Level Three Week Bootcamp on AWS

aws-cloudformation-templates

A collection of useful CloudFormation templates

aws-control-tower-customizations

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.

aws-well-architected-labs

Hands on labs and code to help you learn, measure, and build using architectural best practices.

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

cloudmapper

CloudMapper helps you analyze your Amazon Web Services (AWS) environments.

codex-readme

This program writes READMEs for you.

coding-interview-university

A complete computer science study plan to become a software engineer.

computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

cotrec

Codes for CIKM'21 paper 'Self-Supervised Graph Co-Training for Session-based Recommendation'.

courses

A place where our community can discuss OpenMined Courses, including posting questions, sharing feedback, or providing comments for discussion!

d3rlpy

An offline deep reinforcement learning library

dalle-mini

DALL·E Mini - Generate images from a text prompt

deep-learning-recommender-tf

Deep learning recommender end-to-end project showing Gradient Notebooks and Workflows

deep-q-learning-paper-to-code

deep-reinforcement-learning-notebooks

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.

deep-reinforcement-learning-theory-actor-critic-methods

Overview of Deep Reinforcement Learning - Actor-Critic Methods

deep-rl-class

This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.