doolingdavid Goto Github PK
Name: David Dooling
Type: User
Company: RS21
Bio: Data Scientist at RS21
Location: Albuquerque, New Mexico
Blog: www.rs21.io
David Dooling's Projects
ml4tsa
Supplementary Material for Machine Learning for Time Series Analysis
mlwpy_code
Code from the Pearson Addison-Wesley book Machine Learning with Python for Everyone
mlwpy_video_code
Code to support the Addison-Wesley video series "Machine Learning with Python for Everyone"
modernpython
Sample code for the video course: Modern Python: Big Ideas, Little Code
movietweetings
A Live Movie Rating Dataset Collected From Twitter
natural-language-processing-and-computational-linguistics
Natural Language Processing and Computational Linguistics, published by Packt
natural-language-processing-python-and-nltk
Natural Language Processing Python and NLTK by Packt
nbconvert
Jupyter Notebook Conversion
network-science-with-python-and-networkx-quick-start-guide
Network Science with Python and NetworkX Quick Start Guide, published by Packt
networkx
Network Analysis in Python
newbreastcancer
Breast Cancer Survival Curve prediction, the RF parameters: n_estimators = 20, max_depth = 15, max_features = .5
newcoloncancer
RandomForestClassifier(bootstrap=True, class_weight=None, criterion='gini', max_depth=10, max_features=0.5, max_leaf_nodes=None, min_samples_leaf=1, min_samples_split=3, min_weight_fraction_leaf=0.0, n_estimators=25, n_jobs=5, oob_score=False, random_state=3, verbose=0, warm_start=False)
newlungcancer
rf = RandomForestClassifier(n_estimators=25,min_samples_split=3, max_depth = 11, max_features = .8, n_jobs=5,verbose=2,random_state=3)
newprostatecancer
prostate cancer random forest app; includes rx_summ_radiation SEER variable
news_summarization
Module for automatic summarization of text documents.
nlpia
Examples and libraries for "Natural Language Processing in Action" book
nxpd
Draw NetworkX graphs using pydot/graphviz, with support for IPython notebooks.
nyoka
Nyoka is a Python library to export ML/DL models into PMML (PMML 4.4 Standard).
onlineldavb
Online variational Bayes for latent Dirichlet allocation (LDA)
osm-predict-economic-measurements
Predict Economic Measurements with OpenStreetMap
osmnx-examples
Examples demonstrating the usage of OSMnx
panda2neo4j
Neo4J graph's Batch and real-time data import from Pandas
pandas_for_everyone
Repository to accompany "Pandas for Everyone"
peartree
peartree: A library for converting transit data into a directed graph for network analysis.
pet
This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"
plos
same as iobspaper but with the PLOS formatting and tex packages
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 ;)
programming-collective-intelligence
Examples from Programming Collective Intelligence
py2cytoscape
Python utilities for Cytoscape and Cytoscape.js
pyaudioanalysis
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
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