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Sandy Tanwisuth's Projects

meetupresources icon meetupresources

This website contains study, practice and code challenges material necessary to host an Algorithm and Interview Prep event for women in tech

megatron-lm icon megatron-lm

Ongoing research training transformer models at scale

meltingpot icon meltingpot

A suite of test scenarios for multi-agent reinforcement learning.

mentalrl icon mentalrl

Code for our AAMAS 2020 paper: "A Story of Two Streams: Reinforcement Learning Models from Human Behavior and Neuropsychiatry".

mind_2019 icon mind_2019

Materials for Methods in Neuroscience at Dartmouth (MIND) 2019 Summer School on Cognitive Maps

mitie icon mitie

MITIE: library and tools for information extraction

ml-class icon ml-class

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

ml-compiled icon ml-compiled

Quick definitions and intuitive explanations around machine learning.

mml-book icon mml-book

Code / solutions for Mathematics for Machine Learning (MML Book)

multiagent-particle-envs icon multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

multitask icon multitask

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

my-voice-analysis icon my-voice-analysis

My-Voice Analysis is a Python library for the analysis of voice (simultaneous speech, high entropy) without the need of a transcription. It breaks utterances and detects syllable boundaries, fundamental frequency contours, and formants.

open_spiel icon open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

optuna icon optuna

A hyperparameter optimization framework

papers icon papers

Summaries of machine learning papers

pcc icon pcc

Resources for Python Crash Course, from No Starch Press.

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