fan-gong Goto Github PK

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advanced-ml-fall-17

Repository for the GR5242 course

collaborate-filtering-algorithms-evaluation

Used a pair of algorithms from the Collaborative filtering literature. Implemented them from scratch.

deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.

dogs-vs-cats-image-recognition

In this project, we created CNNs from scratch and also performed transfer learning to recognize image

fan-gong.github.io

My data science blog

flower

Real-time monitor and web admin for Celery distributed task queue

housing-price-analysis

This project is a top 10% project in Kaggle competition

image-recognition-using-ml

This repository using different classification method to identify muffin/chicken/dogs images.

machine-learning-review

This repository contains all the summary materials I made during the review of the book "An Introduction to Statistical Learning".

ml-from-scratch

Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

patent-data-grouping-analysis

This is one part analysis of Professor Harrigan's research about the relationship between patent diversification and financial performance.

python-package-leanring

This repository contains the tutorial I made about some important package in python

r-package-learning

This repository contains some basic and advanced R packages tutorial summarized by myself.

shinyapp-plan.r

Aim to develop an Exploratory Data Analysis and Visualization shiny app using Google Maps, Yelp, and New York MTA data

stock-market-prediction

This project aims to analyze daily stock market data to determine if there is a significant difference between signal dates (day after an earnings report) and other dates.

text-mining-project

This project aims to use text mining method to analyze why Donald Trump won the presidency.