akaraspt
Lecturer at Mahidol University. Perviously, a PhD student at Imperial College London. Interested in deep learning and machine learning.
Mahidol University
Pinned Repositories
akaraspt
Config files for my GitHub profile.
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
cs231n
Convolutional Neural Networks for Visual Recognition in Stanford
deepsleepnet
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
epilepsy-system
Deep Learning on Fused Brain and Heart Signals for Mental Disorder Detection
ms-gait-calibrate
Gait Calibration System
pmub-learning-biosignals
tiny-dqn-tensorflow
Tiny implementation of Deep-Q Network with Tensorflow
tinysleepnet
TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo from The Faculty of ICT, Mahidol University and Imperial College London respectively
tl_paper
akaraspt's Repositories
akaraspt/deepsleepnet
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
akaraspt/tinysleepnet
TinySleepNet: An Efficient Deep Learning Model for Sleep Stage Scoring based on Raw Single-Channel EEG by Akara Supratak and Yike Guo from The Faculty of ICT, Mahidol University and Imperial College London respectively
akaraspt/tl_paper
akaraspt/tiny-dqn-tensorflow
Tiny implementation of Deep-Q Network with Tensorflow
akaraspt/akaraspt
Config files for my GitHub profile.
akaraspt/cs231n
Convolutional Neural Networks for Visual Recognition in Stanford
akaraspt/ms-gait-calibrate
Gait Calibration System
akaraspt/pmub-learning-biosignals
akaraspt/coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
akaraspt/Deep-Learning-Coursera
Deep Learning Specialization by Andrew Ng, deeplearning.ai.
akaraspt/mosquitosongp
akaraspt/psg-utils
A collection of Python utility classes and functions for loading and processing Polysomnography (PSG) sleep study data.
akaraspt/react-ts-t2dgv3
Created with StackBlitz ⚡️
akaraspt/U-Time
U-Time: A Fully Convolutional Network for Time Series Segmentation
akaraspt/Academic-project-page-template
A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/
akaraspt/azurefile-dockervolumedriver
Docker Volume Driver for Azure File Service over SMB/CIFS :whale:
akaraspt/coffee_beans_acidity
akaraspt/CS224n-1
CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017
akaraspt/CS224n-solutions
Solutions for CS224n course from Stanford University: Natural Language Processing with Deep Learning
akaraspt/cs231n.github.io
Public facing notes page
akaraspt/darknet
Convolutional Neural Networks
akaraspt/drl
Deep RL Algorithms implemented for UC Berkeley's CS 294-112: Deep Reinforcement Learning
akaraspt/GAIN
Codebase for Generative Adversarial Imputation Networks (GAIN) - ICML 2018
akaraspt/gitignore
A collection of useful .gitignore templates
akaraspt/installCaffeJTX1
Scripts to install Caffe and dependencies on the NVIDIA Jetson TX1 Development Kit
akaraspt/mcw-oss-paas-devops
akaraspt/my-first-repo
akaraspt/react-player
A React component for playing a variety of URLs, including file paths, YouTube, Facebook, Twitch, SoundCloud, Streamable, Vimeo, Wistia and DailyMotion
akaraspt/transferability_sleep
akaraspt/video-splitter
Simple Python script to split video into equal length chunks or chunks of equal size, duration, etc.