Pinned Repositories
2019_30day
This repo is for 2019 ITHome 30 day challenge.
3D-Wind-Field
Visualize wind field on Cesium
AI_and_security
AirPollution
applied-ml
📚 Papers and blogs by organizations sharing their work on data science & machine learning in production.
Applied-Social-Network-Analysis-in-Python
Course - 5; Specialization: Applied Data Science with Python; University Of Michigan
arcgis-python-api
Documentation and samples for ArcGIS API for Python
audit-ai
detect demographic differences in the output of machine learning models or other assessments
awesome-javascript
🐢 A collection of awesome browser-side JavaScript libraries, resources and shiny things.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
Chihyulai's Repositories
Chihyulai/sdid-script
Example scripts for synthetic difference in differences
Chihyulai/TensorFlow-Course
Simple and ready-to-use tutorials for TensorFlow
Chihyulai/machine-learning-course
:speech_balloon: Machine Learning Course with Python
Chihyulai/cheatsheets
RStudio Cheat Sheets
Chihyulai/spark-deep-learning
Deep Learning Pipelines for Apache Spark
Chihyulai/Python-100-Days
Python - 100天从新手到大师
Chihyulai/geoviews
Simple, concise geographical visualization in Python
Chihyulai/docker-geoserver
A docker recipe for GeoServer
Chihyulai/docker-postgis
Dockerfile for postgis
Chihyulai/AI_and_security
Chihyulai/Python
All Algorithms implemented in Python
Chihyulai/WebODM
📷 ✈ User-friendly, extendable application and API for processing aerial imagery.
Chihyulai/SparkInternals
Notes talking about the design and implementation of Apache Spark
Chihyulai/Learn_Data_Science_in_3_Months
This is the Curriculum for "Learn Data Science in 3 Months" By Siraj Raval on Youtube
Chihyulai/did
Difference in Differences with Multiple Periods and Variation in Treatment Timing
Chihyulai/edwebinar_mar19
Earthdata Webinar March 2019
Chihyulai/Change-Detection-in-Satellite-Imagery
It employes Principal Component Analysis (PCA) and K-means clustering techniques over difference image to detect changes in multi temporal images satellite imagery.
Chihyulai/audit-ai
detect demographic differences in the output of machine learning models or other assessments
Chihyulai/difference-in-differences
Difference-in-Differences analysis of survey data to estimate causal effects
Chihyulai/practical-sql
Code and Data for the book "Practical SQL" by Anthony DeBarros, published by No Starch Press (2018).
Chihyulai/pyspark-example-project
Example project implementing best practices for PySpark ETL jobs and applications.
Chihyulai/pydata-book
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Chihyulai/Spark-The-Definitive-Guide
Spark: The Definitive Guide's Code Repository
Chihyulai/ReinforcementLearningAnIntroduction.jl
Julia code for the book Reinforcement Learning An Introduction
Chihyulai/geonotebook
A Jupyter notebook extension for geospatial visualization and analysis
Chihyulai/sayit
Visualization of related subreddits
Chihyulai/deep-learning-ocean
:satellite: All You Need to Know About Deep Learning - A kick-starter
Chihyulai/You-Dont-Know-JS
A book series on JavaScript. @YDKJS on twitter.
Chihyulai/PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
Chihyulai/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.