happyphonon Goto Github PK

kaggle-2014-criteo

kaggle-ensemble-guide

Code for the Kaggle Ensembling Guide Article on MLWave

kaggle-rain

Winning solution to the Kaggle competition - How Much Did It Rain? II

kaggle-right-whale

2nd place solution to the Kaggle Right Whale challenge

kaggle-web-traffic

1st place solution

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

kaggle_grocery_sales

kaggle_pbr

My best submission to the Kaggle competition "Predicting a Biological Response", ranked 17th over 711 teams.

language-models

Build unigram and bigram language models, implement Laplace smoothing and use the models to compute the perplexity of test corpora.

lectures

Oxford Deep NLP 2017 course

leetcode-python

LeetCode problems in Python

mahout

Mirror of Apache Mahout

natural-language-processing

Resources for "Natural Language Processing" Coursera course.

neural-networks-and-deep-learning

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

practice-tensorflow

pvdm

:books: Implementation of Q.V. Le, and T. Mikolov, "Distributed Representations of Sentences and Documents ICML", 2014.

pystruct

Simple structured learning framework for python

ram

Recurrent Visual Attention Model

realtime-spark-twitter-stream-mining

Real-time Machine Learning with Apache Spark on Twitter Public Stream

rgf-sklearn

Scikit-learn API toy wrapper for Regularized Greedy Forests

sparrowrecsys

A Deep Learning Recommender System

stanford_self_driving_car_code

Stanford Code From Cars That Entered DARPA Grand Challenges

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-examples

TensorFlow Tutorial and Examples for beginners

tensorflow-speech-recognition

🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks

tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

twitter-sentiment-analysis

Sentiment Analysis on Twitter

twitter_clustering

Twitter Clustering.

vertebral

Demonstration of the effect of synthetic features on linear models

warp-ctc

Fast parallel CTC.