unhoang Goto Github PK

2015lab1

2015lab10

2015lab11

Overview of a project: Food Inspection Forecasting

2015lab2

2015lab3

2015lab4

Lab for Linear and Logistic Regression, SciKit Learn

2015lab5

Lab 5, the first on Machine Learning!

2015lab6

2015lab7

Decison Trees, Random Forrests, Ensemble Methods

2015lab8

AWS, Vagrant, and Spark

2015lab9

ai-odsc-workshop-2019

Materials for the workshop "Applications of NLP in EdTech" at Open Data Science Conference (West), 2019.

aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

altair-tutorial

Notebooks for the Altair tutorial

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

amazon-textract-textractor

Analyze documents with Amazon Textract and generate output in multiple formats.

annotated-transformer

http://nlp.seas.harvard.edu/2018/04/03/attention.html

aws-ai-intelligent-document-processing

A set of Jupyter notebooks that describes different phases of an Intelligent Document Processing with AWS AI Services

blue_benchmark

BLUE benchmark consists of five different biomedicine text-mining tasks with ten corpora.

catalyst

Accelerated DL & RL

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

causal-inference-for-data-scientists

Notebooks of Python and R code which illustrates basic causal inference using simulated data

data-science-machine-learning-ai-resources

A curated set of resources for data science, machine learning, artificial intelligence (AI), data and text analytics, data visualization, big data, and more.

data-viz-workshop

Matt Brems' Data Visualization Workshop

datasciencemvp

Data Science template for quickly setting up a project workflow; lightweight version of cookiecutter datascience.

decanlp

The Natural Language Decathlon: A Multitask Challenge for NLP

dedupe-examples

:id: Examples for using the dedupe library

deep-learning-building-blocks

dimensionality_reduction_viz

easyagents

Reinforcement Learning for Practitioners.