Sandy Tanwisuth (sandguine)

sandguine

User data from Github https://github.com/sandguine

Company:University of California, Berkeley

Location:San Francisco, Bay Area

Home Page:sandytanwisuth.web.app

GitHub:@sandguine

Twitter:@sandguine

Sandy Tanwisuth's repositories

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

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Algorithms-InterviewPrep

A guideline and syllabus used in the Algorithms and Interview Prep meetup

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awesome-rl

Reinforcement learning resources curated

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bidskit

Utility functions for working with DICOM and BIDS neuroimaging data

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ccmsuite

Python cognitive modelling suite

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coursera-machine-learning-1

Coursera's Machine Learning by Andrew Ng

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deepbrain

Deep Learning tools for brain medical images

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DeepCognitiveHierarchy

Implementation of Deep Learning for Predicting Human Strategic Behavior

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ES6-for-humans

A kickstarter guide to writing ES6

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julia

The Julia Language: A fresh approach to technical computing.

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Learning_to_Learn_via_Self-Critique

The original code for the paper "Learning to Learn via Self-Critique".

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learnxinyminutes-docs

Code documentation written as code! How novel and totally my idea!

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markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

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ml-class

Materials for class on machine learning/deep learning using scikit-learn, tensorflow and keras

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MultiAgent-PPO

Proximal Policy Optimization with Beta distribution - uses multi agent Unity ML Tennis

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multitask

Code for Task representations in neural networks trained to perform many cognitive tasks

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my-julia

on learning julia...

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numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

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olabweb

O'Doherty Lab Website

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PacmanDQN

Deep Reinforcement Learning in Pac-man

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papers

Summaries of machine learning papers

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pcc

Resources for Python Crash Course, from No Starch Press.

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playground

Play with neural networks!

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pysc2

StarCraft II Learning Environment

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reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

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RL-Tutorials

Quick tutorials covering RL concepts

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scalable_agent

A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.

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tech-interview-handbook

πŸ’― Algorithms study materials, behavioral content and tips for rocking your coding interview

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trust

An interactive guide to the game theory of cooperation

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