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adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

bayespatial

spatial statistical/econometric modeling in pymc3 & stan

beam

Apache Beam

bot1

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cs231n

The assignment of CS231n

datasciencecoursera

datasharing

The Leek group guide to data sharing

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

emcee

The Python ensemble sampling toolkit for affine-invariant MCMC

fastai

The fast.ai deep learning library, lessons, and tutorials

gcforest

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

getdata

gwu_data_mining

Materials for GWU DNSC 6279 and DNSC 6290

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

handwriting

Code and procdures for handwriting object detection and recognition

hue

Let’s Big Data. Hue is an open source Web interface for analyzing data with Hadoop and Spark.

industrial-iot-workshop

Industrial IoT Workshop Setup Development Environment Lab

kaggle_carvana_segmentation

Code for a 1st place model in Carvana Image Masking Challenge

largevis

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mechine_learning

machine learning with code

models

Models and examples built with TensorFlow

mooc

My knowledge repo of MOOC courses.

moto

Moto is a library that allows your python tests to easily mock out the boto library

musketeer

Multiscale Entropic Network Generator (MUSKETEER)

notebooks

Google Cloud Datalab samples and documentation

object-detection-project

paddlenlp

An NLP library with Awesome pre-trained Transformer models and easy-to-use interface, supporting wide-range of NLP tasks from research to industrial applications.