yisun518's repositories
CV-lecture-quizzes-python
Python version of GT/Udacity Introduction to Computer Vision quizzes
machine-learnist
A repository covering my impressions and notes of Udacity's ML nanodegree
Apollo-11
Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.
applied-reinforcement-learning
Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks
awesome-courses
:books: List of awesome university courses for learning Computer Science!
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
BreezySLAM
Simple, efficient, open-source package for Simultaneous Localization and Mapping in Python, Matlab, Java, and C++
cvxopt-tutorial
CVXOPT Tutorial
DataScience_Interview_Seminar
This is the presentation on - What are the key points one should consider if they will be appearing in Data Science job interview
DDQN-PER
Double Deep Q-Learning with Prioritized Experience Replay
deep-q-learning
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
deep-trading-agent
Deep Reinforcement Learning based Trading Agent for Bitcoin
DirectX-Graphics-Samples
This repo contains the DirectX Graphics samples that demonstrate how to build graphics intensive applications on Windows.
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
Financial_Forecasting_with_TensorflowJS
This is the code for "Financial Forecasting with Tensorflow.js" By Siraj Raval on Youtube
gaussrank
Preparing continuous features for neural networks with GaussRank
gdrl
Code to go along with the Grokking Deep Reinforcement Learning book
gt-nlp-class
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
ipdb
Integration of IPython pdb
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
ml_soccer
Soccer toy example simulator used in Reinforcement Learning
PyMaxflow
Python library for creating flow networks and computing the maxflow/mincut (aka graph-cuts for Python)
reinforcement-learning-an-introduction
Python implementation of Reinforcement Learning: An Introduction
rldm_tutorials
Tutorials for the GA Tech OMSCS RLDM class.
RLLib
C++ Template Library to Predict, Control, Learn Behaviors, and Represent Learnable Knowledge using On/Off Policy Reinforcement Learning
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
tf-rnn
Practical Examples for RNNs in Tensorflow