zhiruiwang Goto Github PK

banana_navigation_dqn

Use Deep Q-Networks to Train a Smart Agent to Navigate a Banana World

boston_airbnb

Use Boston AirBNB data to write a tech blog

cpp_histogram_filter

C++ implementation of histogram filter

customer_segments

Udacity Machine Learning Engineer Nanodegree Unsupervised Learning Project

disaster_response_pipeline

A Web App that visualizes the disaster response

dog-project

CNN-based dog breed detector

exploring-the-power-of-yelp-review-for-business-popularity

Group ID:201612-19 E6893_Big Data Analytics Group Members: Zhirui Wang(zw2389), Zhenyu Wang(zw2376), Xikai Chen(xc2358)

face-generation

Implemented Wasserstein Generative Adversarial Network with Gradient Penalty to do MNIST and CelebA image generation

facialkeypoints

Facial Keypoints detector and real-time filtering using Opencv and Keras

finding_donors

Udacity Machine Learning Engineer Nanodegree Supervised Learning Project

ggmap

a package for plotting maps in R with ggplot2

hmm-recognizer

Use HMM+GMM to Implement a Sign Language Recognition System

image-classification

Classify images from the CIFAR-10 dataset using a convolutional neural network

isolation

Adversarial search agent that plays isolation game

kafka_optimizing_public_transportation

language-translation

neural machine translation using tensorflow

lstm_stock_price_prediction

Udacity Machine Learning Engineer Nanodegree Capstone Project-Machine Learning Approach to Stock Price Prediction

machine-tranlsation

Neural Machine Translation using seq2seq model in Keras

mobile-signal-quest

Shiny App for Analysis of Mobile Signal Data in Mideast and Russia

my-first-neural-network

Build and train Neural Network from scratch using numpy only to predict the number of bikeshare users

ngboost

Natural Gradient Boosting for Probabilistic Prediction

pandleau

A quick and easy way to convert a Pandas DataFrame to a Tableau .hyper or .tde extract.

planning

Use Planning Search to Solve Deterministic Logistic Planning

probprog-project

Project in Probabilistic Programming

reacher_continous_control

Use Deep Deterministic Policy Gradients(DDPG) to solve a reacher continous control problem

reco2019

Repository of Notebooks

recommendations_with_ibm

Recommendation system on IBM community user article interaction data

rtableau

An R package to convert an R data.frame to a Tableau extract.

sf_crime_statistics_spark_streaming

SF Crime Statistics with Spark Streaming

shap

A game theoretic approach to explain the output of any machine learning model.