yisun518

yisun518

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CV-lecture-quizzes-python

Python version of GT/Udacity Introduction to Computer Vision quizzes

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machine-learnist

A repository covering my impressions and notes of Udacity's ML nanodegree

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Apollo-11

Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.

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applied-reinforcement-learning

Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks

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awesome-courses

:books: List of awesome university courses for learning Computer Science!

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awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

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BayesianOptimization

A Python implementation of global optimization with gaussian processes.

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BreezySLAM

Simple, efficient, open-source package for Simultaneous Localization and Mapping in Python, Matlab, Java, and C++

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cvxopt-tutorial

CVXOPT Tutorial

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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

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DDQN-PER

Double Deep Q-Learning with Prioritized Experience Replay

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deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

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deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

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deep-trading-agent

Deep Reinforcement Learning based Trading Agent for Bitcoin

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DirectX-Graphics-Samples

This repo contains the DirectX Graphics samples that demonstrate how to build graphics intensive applications on Windows.

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fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

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Financial_Forecasting_with_TensorflowJS

This is the code for "Financial Forecasting with Tensorflow.js" By Siraj Raval on Youtube

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gaussrank

Preparing continuous features for neural networks with GaussRank

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gdrl

Code to go along with the Grokking Deep Reinforcement Learning book

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gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

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ipdb

Integration of IPython pdb

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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.

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ml_soccer

Soccer toy example simulator used in Reinforcement Learning

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PyMaxflow

Python library for creating flow networks and computing the maxflow/mincut (aka graph-cuts for Python)

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reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

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rldm_tutorials

Tutorials for the GA Tech OMSCS RLDM class.

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RLLib

C++ Template Library to Predict, Control, Learn Behaviors, and Represent Learnable Knowledge using On/Off Policy Reinforcement Learning

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stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

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tf-rnn

Practical Examples for RNNs in Tensorflow

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