Pinned Repositories
100DaysofMLCode
My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge.
2013-308
Math 308e during Spring 2013 at University of Washington (MWF 11:30 THO 135)
6S083
Materials for MIT 6.S083 / 18.S190: Computational thinking with Julia + application to the COVID-19 pandemic
academic_countdown
advanced-applied-deep-learning
Source Code for 'Advanced Applied Deep Learning' by Umberto Michelucci
adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks.
adversarial-defenses-pytorch
PyTorch implementations of Adversarial defenses and utils.
AI_Curriculum
Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.
examples
Example deep learning projects that use wandb's features.
porom004's Repositories
porom004/adversarial-attacks-pytorch
PyTorch implementation of adversarial attacks.
porom004/adversarial-defenses-pytorch
PyTorch implementations of Adversarial defenses and utils.
porom004/examples
Example deep learning projects that use wandb's features.
porom004/awesome
😎 Awesome lists about all kinds of interesting topics
porom004/brackets
An open source code editor for the web, written in JavaScript, HTML and CSS.
porom004/CLRS
📚 Solutions to Introduction to Algorithms Third Edition
porom004/container.training
Slides and code samples for training, tutorials, and workshops about Docker, containers, and Kubernetes.
porom004/CSrankings
A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.
porom004/d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.
porom004/Data-Science-Tutorials
Python Tutorials for Data Science
porom004/deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
porom004/deeplearning-models
A collection of various deep learning architectures, models, and tips
porom004/edex-ui
A cross-platform, customizable science fiction terminal emulator with advanced monitoring & touchscreen support.
porom004/foolbox
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
porom004/free-programming-books
:books: Freely available programming books
porom004/ganlab
GAN Lab: An Interactive, Visual Experimentation Tool for Generative Adversarial Networks
porom004/java-design-patterns
Design patterns implemented in Java
porom004/jekyll-now
Build a Jekyll blog in minutes, without touching the command line.
porom004/Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
porom004/MAIR
PyTorch implementation of adversarial defenses [Fantastic Robustness Measures: The Secrets of Robust Generalization, NeurIPS 2023].
porom004/MalwareSourceCode
Collection of malware source code for a variety of platforms in an array of different programming languages.
porom004/minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
porom004/mlbook
Repository for the free online book Machine Learning from Scratch (link below!)
porom004/mmf
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
porom004/optuna
A hyperparameter optimization framework
porom004/really-awesome-gan
A list of papers on Generative Adversarial (Neural) Networks
porom004/scikit-image
Image processing in Python
porom004/tensorflow-deep-learning
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
porom004/workshop
AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
porom004/www.mlcompendium.com
The Machine Learning & Deep Learning Compendium is an open knowledge-sharing project compiled using Gitbook.