XiaoGuo's repositories
twitter-sentiment-analysis
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
A-Collection-of-important-tasks-in-pytorch
Everyday things people use in Pytorch. No need to spend hours reading Pytorch forums trying to find them!
afinn
AFINN sentiment analysis in Python
AI-Blocks
A powerful and intuitive WYSIWYG interface that allows anyone to create Machine Learning models!
Book-SocialMediaMiningPython
Companion code for the book "Mastering Social Media Mining with Python"
BuildingChangeDetector
基于U-Net检测卫星图像上的新增建筑
carvana-challenge
My repository for the Carvana Image Masking Challenge
compy
"Computational modeling and visualization" resource repository
cs228-material
Teaching materials for the probabilistic graphical models and deep learning classes at Stanford
davis-2017
Package containing helper functions for loading and evaluating DAVIS https://graphics.ethz.ch/~perazzif/davis
dde_solver
Shampine and Thompson's DDE_SOLVER, a Fortran library for delay differential equations.
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
deep-learning-models
Keras code and weights files for popular deep learning models.
deeplearning.ai
deeplearning.ai , By Andrew Ng, All slide and notebook + data (without solution) and video link
gdeltPyR
Python based framework to retreive Global Database of Events, Language, and Tone (GDELT) version 1.0 and version 2.0 data.
Generative-Adversarial-Network-Tutorial
Tutorial on creating your own GAN in Tensorflow
iGAN
Interactive Image Generation via Generative Adversarial Networks
k-means
A Python implementation of k-means clustering algorithm.
kaggle_ndsb2017
Kaggle datascience bowl 2017
Master_US
:school_satchel: US Graduate Preparation
PRML
PRML algorithms implemented in Python
promise12_segmentation
Codes that I have written to complete promise12 prostate segmentation competition.
prostate_segmentation
NCI-ISBI 2013 Challenge - Automated Segmentation of Prostate Structures
python-clustering-exercises
Jupyter Notebook exercises for k-means clustering with Python 3 and scikit-learn
Python-Social-Media-Analytics
Python Social Media Analytics, published by Packt
schroedinger-deeplearning
A simple neural network solver for the 1-D Schrödinger equation.