XiaoGuo's repositories
python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
CEAL-Medical-Image-Segmentation
Active Deep Learning for Medical Imaging Segmentation
CS291K
🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models
dash-opioid-epidemic-demo
US county data for poision-induced deaths, years 1999-2015
dash-volatility-surface
Volatility surface explorer in pure Python
Data-Analysis
Data Analysis Using Python
datacamp-community-tutorials
Tutorials for DataCamp (www.datacamp.com)
dataset
The Open Images dataset
Deep-Learning-with-PyTorch
Deep Learning with PyTorch, published by Packt
deeplab_v3
Implementation of the Semantic Segmentation DeepLab_V3 CNN as described in: https://arxiv.org/pdf/1606.00915.pdf
ib_insync
Python sync/async framework for Interactive Brokers API
iSeg2017-nic_vicorob
Implementation of the nic_vicorob team for addressing the MICCAI Grand Challenge on 6-month infant brain MRI segmentation iSeg2017
medical-imaging-datasets
A list of Medical imaging datasets. Source : https://sites.google.com/site/aacruzr/image-datasets
ML-From-Scratch
Machine Learning From Scratch. Bare bones Python implementations of Machine Learning models and algorithms with a focus on transparency and accessibility. Aims to cover everything from Data Mining to Deep Learning.
models
Models and examples built with TensorFlow
pattern
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
practical-machine-learning-with-python-1
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
python-twitter
A Python wrapper around the Twitter API.
pytorch-A3C
Simple A3C implementation with pytorch + multiprocessing
pytorch-semantic-segmentation
PyTorch for Semantic Segmentation
Recipes
Lasagne recipes: examples, IPython notebooks, ...
SentiBridge
SentiBridge: A Knowledge Base for Entity-Sentiment Representation
SONYC-Dash-App
Interactive dashboard that show a decision support system to help DYCD/DOE’s award RFPs for the 2015 SONYC expansion.
Tensorflow-Project-Template
A best practice for tensorflow project template architecture.
TensorFlow-Signal-Processing
doing audio digital signal processing in tensorflow to try to recreate digital audio effects
tpx-kaggle-dsb2017
Therapixel solution of 2017's kaggle challenge on lung cancer detection