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2017_fall_cedl_hw0_dl_experts_intro

2017_fall_cedl_hw1_handcam

2017_fall_cedl_hw2_mdps

The homework for Cutting-Edge of Deep Learning, aka CEDL, from NTHU

2017_fall_cedl_hw3_policy_gradient

The homework for Cutting-Edge of Deep Learning, aka CEDL, from NTHU

2017_nctu_machinelearning_hw1

This is the assignment-1 of machine learning implement in python, which solves 3 mathematical problems and 2 programming problems related to polynomial fitting and polynomial regression.

2017_nctu_machinelearning_hw2

This is the assignment-2 of machine learning implement in python, which discusses Bayesian Inference for Gaussian, Bayesian Linear Regression and Logistic Regression.

2017_nctu_machinelearning_hw3

This is the assignment-3 of machine learning implement in python, which discuss Gaussian Process for Regression, SVM and GMM.

adversarial-general-voice-conversion

aiexperiments-bird-sounds

Thousands of bird sounds visualized using machine learning.

beautiful-jekyll

:sparkles: Build a beautiful and simple website in literally minutes. Demo at http://deanattali.com/beautiful-jekyll

caffe-opencv-cuda8.0-docker

cb-data-science-workshops

Material for datascience workshops at Cardinalblue

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep_learning_regression_classification

dl-docker

An all-in-one Docker image for deep learning. Contains all the popular DL frameworks (TensorFlow, Theano, Torch, Caffe, etc.)

dm_2018_hw_1

Holds instructions for assignment 1 of the Data Mining course

dm_hw2_106061532

extract_semantic_relation_feature_from_wordnet

This repository mainly on extracting the semantic relation feature base on WordNet. The databse we use is SNLI dataset, which is developed by https://nlp.stanford.edu/projects/snli/

fastmaskrcnn

Mask RCNN in TensorFlow

internship_techquiz

a short tech quiz on coding

interspeech-2017-compare-challenge

nature-cut-out

This is the project I've done during the Machine-Learning Internship in PicCollage. We used Human Pose Estimation approach to generate a novel nature contour around people.

neural-style

Torch implementation of neural style algorithm

portfolio

Archival 2014 Portfolio (Jekyll site, on gh-pages branch)

python-image-filters

Python script that reads the photoshop curve (.acv) files, extract the polynomials and applies it to an image.

realtime_multi-person_pose_estimation

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)