Iris Liu's starred repositories
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
AI-Residency-List
List of AI Residency & Research programs, Ph.D Fellowships, Research Internships
sample-factory
High throughput asynchronous reinforcement learning
gym_art-private
Additional environments compatible with OpenAI gym
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
chess-alpha-zero
Chess reinforcement learning by AlphaGo Zero methods.
Analysis-of-Algorithms
CSCI 570 - USC
race-on-ros
Race On code ported to ROS
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
aima-exercises
Exercises for the book Artificial Intelligence: A Modern Approach
neural-style
Neural style in TensorFlow! 🎨
Database-Systems-CSCI-585
The repository is for the course Database Systems CSCI-585 that I took at the University of Southern California. The course covered topics like Data modeling, Relational DB Model, SQL, Normalization, Transaction Management, Business Intelligence, Spatial Databases, NoSQL DBs, Big Data, Data Science, MapReduce, Data Mining, Machine Learning, WEKA, TensorFlow, R and Data Visualization. The course covered five assignments that are created as separate folders in the repository.
stacked-autoencoder-pytorch
Stacked denoising convolutional autoencoder written in Pytorch for some experiments.
TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework
tensorflow_tutorials
From the basics to slightly more interesting applications of Tensorflow
trello-admin-board
A trello power-up that allows you to sync your cards into an Admin Board.
Neural-network-python-tutorial
Python tutorials for neural networks
mergetrelloboards
A python script to merge a master trello board into another one and keep them in sync
CS231n-2017-Summary
After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.
technology_books
Premium eBook free for Geeks
tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook