Pinned Repositories
10-steps-to-become-a-data-scientist
📢 Ready to learn! you will learn 10 skills as data scientist:📚 Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
dem-debate-2020-nlp
NLP on Democratic Debates for President 2020
john-min.github.io
lending-club-kaggle
Kaggle: Lending Club Loan Data
minsanity-flask
Source code for the Minsanity Report using Flask
ogp
OGP Hackathon
trump_vs_fomc
Analyzing market impact of Trump tweets vs. FOMC announcements
john-min's Repositories
john-min/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
john-min/docker-stacks
Opinionated stacks of ready-to-run Jupyter applications in Docker.
john-min/ds_sklearn
Data Science Tutorial using Scikit-learn
john-min/geo
Geohash utitlies in java
john-min/GeographicLib
fork of http://geographiclib.sourceforge.net/
john-min/geohash-poly
Transform a geoJSON MultiPolygon or Polygon into a list of geohashes that form it.
john-min/geosim
The GeoSim mobility model simulate the movement of people in cities taking individual and social preferences into account.
john-min/google-play-apps-crawler-scrapy
Scrapy scripts to crawl Google Play
john-min/jts
JTS Topology Suite
john-min/machine_learning
Python coded examples and documentation of machine learning algorithms.
john-min/mobilityMotifs
john-min/nak
The Nak Machine Learning Library
john-min/patchwork
Highly Scalable Grid-Density Clustering Algorithm for Spark MLLib
john-min/pypardis
A parallel distributed implementation of DBSCAN on Spark using Python
john-min/PySparkGeoAnalysis
:globe_with_meridians: Interactive Workshop on GeoAnalysis using PySpark
john-min/pytzwhere
python library to look up timezone from lat lng offline
john-min/ScalaNER
A Scala wrapper for the Stanford NER (named entity recognition) tool.
john-min/spandex
Spatial Analysis and Data Extraction
john-min/spatial4j
A Geospatial Library for Java
john-min/thunder-docker
Docker images for Thunder
john-min/thunder-extraction
algorithms for feature extraction from spatio-temporal data
john-min/thunder-factorization
algorithms for scalable matrix factorization
john-min/thunder-notebooks
Example Jupyter notebooks of Thunder analyses
john-min/thunder-streaming
Streaming analysis of large-scale spatial temporal neural data
john-min/TopicModeling
Topic Modeling on Apache Spark
john-min/utilities
data science preprocessing and utility classes and functions