maizifang Goto Github PK

2015

Public material for CS109

2019-cs109a

https://harvard-iacs.github.io/2019-CS109A/

2020-cs109b

article-resources

A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci

bda

For the course Big Data Analytics

boolean-information-retrieval-model-

A Search Engine for handle Boolean queries

boolean-retrieval-engine

Simple boolean retrieval model implementation with Python 3

browselda

R scripts that browse the results of LDA

causaltree

Working repository for Causal Tree and extensions

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

cs3245-inforetrieval

Assignment code for CS3245 Information Retrieval, NUS AY16/17

datasets

Supplementary materials for DeepCPCFG

dtm

Dynamic Topic Model (based upon code released by David Blei at http://www.cs.princeton.edu/~blei/topicmodeling.html)

dtm_gensim

Dynamic Topic Modelling Tutorial Files

econml

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

energy_longruneffects_covid19_joule

Data and code for Gillingham et al. (2020). Joule. "The Short-run and Long-run Effects of Covid-19 on Energy and the Environment"

experimentdata

extract10k

Extracting text from the 10-K filings on SEC's EDGAR

exude

Simple java library to filter the stopping,stemming words from input data or file and link

finance-news-crawler

A complete automated financial news crawler built on the top of Scrapy framework.

gensim

Topic Modelling for Humans

google-ngrams

Python scripts for retrieving CSV data from the Google Ngram Viewer and plotting it in XKCD style. The Python script for retrieving ngram data was originally modified from the script at www.culturomics.org.

googlesearchcrawler

a tool for crawl Google search results

grf

Generalized Random Forests

hdp

Hierarchical Dirichlet processes. Topic models where the data determine the number of topics. This implements Gibbs sampling.

hlda

This implements hierarchical latent Dirichlet allocation, a topic model that finds a hierarchy of topics. The structure of the hierarchy is determined by the data.

iepy

Information Extraction in Python

image-quality-assessment

Convolutional Neural Networks to predict the aesthetic and technical quality of images.

information-retrieval

This repository contains solution codes for the assignments given in the course Information Retrieval(CS60092) at IIT Kharagpur

insight

Using Python and Open Source for Collaborative Data Exploration