Akara Supratak's Projects
A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/
Config files for my GitHub profile.
Docker Volume Driver for Azure File Service over SMB/CIFS :whale:
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
CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017
Solutions for CS224n course from Stanford University: Natural Language Processing with Deep Learning
Convolutional Neural Networks for Visual Recognition in Stanford
Public facing notes page
Convolutional Neural Networks
Deep Learning Specialization by Andrew Ng, deeplearning.ai.
DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG
Deep RL Algorithms implemented for UC Berkeley's CS 294-112: Deep Reinforcement Learning
Deep Learning on Fused Brain and Heart Signals for Mental Disorder Detection
Codebase for Generative Adversarial Imputation Networks (GAIN) - ICML 2018
A collection of useful .gitignore templates
Scripts to install Caffe and dependencies on the NVIDIA Jetson TX1 Development Kit
Gait Calibration System
A collection of Python utility classes and functions for loading and processing Polysomnography (PSG) sleep study data.
A React component for playing a variety of URLs, including file paths, YouTube, Facebook, Twitch, SoundCloud, Streamable, Vimeo, Wistia and DailyMotion
Created with StackBlitz ā”ļø
Tiny implementation of Deep-Q Network with Tensorflow
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
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent