mvl1208 Goto Github PK

ai-prep

analytics_vidhya

Codes related to activities on AV including articles, hackathons and discussions.

axa_telematics

Contains the 2nd prize winning solution in AXA's "Driver Telematics Driver Analysis" competition

basicpythontasks

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

eeap-examples

Code for Document Similarity on Reuters dataset using Encode, Embed, Attend, Predict recipe

featurehashing

Implement feature hashing with R

fivethirtyeight

Data and code behind the stories and interactives at FiveThirtyEight

jupyter

Jupyter metapackage for installation, docs and chat

kaggle_distracted_driver

Solutions

kaggle_homedepot

Turing Test's Solution for Home Depot Product Search Relevance Competition on Kaggle (https://www.kaggle.com/c/home-depot-product-search-relevance)

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

luigi_rosmann_sales

Using Luigi to create a Machine Learning Pipeline using the Rossman Sales data from Kaggle

machinelearning

mitie

MITIE: library and tools for information extraction

mlpb

Machine Learning Problem Bible | Problem Set Here >>

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

probablepeople

:family: a python library for parsing unstructured western names into name components.

pydata

PyData SG Jun 2016 Materials

rnn-tutorial

Recurrent Neural Networks - A Short TensorFlow Tutorial

spacy-notebooks

💫 Jupyter notebooks for spaCy examples and tutorials

tensorflow_exercises

The codes I made while I practiced various TensorFlow examples

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

thinkpython2

LaTeX source and supporting code for Think Python, 2nd edition, by Allen Downey.

tradeshift-text-classification

This is the 1st place solution of a kaggle machine contest: Tradeshift Text Classification. http://www.kaggle.com/c/tradeshift-text-classification

tradeshift-text-classification-1

In this competition, participants are asked to create and open source an algorithm that correctly predicts the probability that a piece of text belongs to a given class.

usaddress

:us: a python library for parsing unstructured address strings into address components

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

word2vec-googlenews-vectors

word2vec Google News model

wordvectors

An R package for creating and exploring word2vec and other word embedding models