kkim610's repositories
3D-RecGAN-extended
🔥3D-RecGAN++ in Tensorflow (TPAMI 2018)
3D_shape_inpainting
Keras Implementation of 3D Encoder-Decoder Generative Adversarial Network (3D-ED-GAN) for 3D shape Completion
awesome-computer-vision
A curated list of awesome computer vision resources
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
Bayesian-Analysis-with-Python
Bayesian Analysis with Python by Packt
books
:books: Books worth reading
coursera-Applied-Data-Science-with-Python
Repo for coursera specialization Applied Data Science with Python by University of Michigan
cs231n.github.io
Public facing notes page
Doing_bayesian_data_analysis
Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke
Free-Deep-Learning-Books
A curated collection of free Deep Learning related eBooks
Free-Docker-Books
A curated collection of free Docker related eBooks
Free-Machine-Learning-Books
A curated collection of free Machine Learning related eBooks
Free-Python-Books
A curated collection of free eBooks about Python
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
MRTNet
Code for Multiresolution Tree Networks for 3D Point Cloud Processing (ECCV 2018)
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pymc3
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano
pymc3-example-project
Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.
PyMC3_DataScienceLA
PyMC3 tutorial for DataScience LA (January 2017)
python-for-text-analysis
If you want to use Python for text analysis, this course is for you!
Python-programming-exercises
100+ Python challenging programming exercises
resources
PyMC3 educational resources
skills-introduction-to-github
My clone repository
SO-CAL
Semantic Orientation Calculator for Sentiment Analysis
Statistical-Rethinking-with-Python-and-PyMC3
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
Text-Mining-with-Python
NLP, NLTK, Text Classification, Naive Bayes, SVM, LDA
text_mining_resources
Resources for learning about Text Mining
vaderSentiment
VADER Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.