Jeffery Ye's Projects
Python coded examples and documentation of machine learning algorithms.
my maven test
End-To-End Memory Network using Tensorflow
Calculator for Mutual Information
Parallelized Mutual Information based Feature Selection module.
Pre-trained models for MixDCNN paper
the python code of the book:Machine Learning for Spark
machine reading comprehension with paddlepaddle
A Neural Network based Chatbot
TensorFlow implementation of "A Neural Attention Model for Abstractive Summarization" (in progress)
open source NeuralIR experimetal envs
A list of datasets/corpora for NLP tasks, in reverse chronological order.
这个项目是一个基本包.封装了大多数nlp项目中常用工具
Dato/Turi DS Conf talk on NLP and Elasticsearch analysis of reviews, plus JS implementation
We don't need a lot of libraries. We just need the best ones.
code for running Model and code for Not Suitable for Work (NSFW) classification using deep neural network Caffe models
Open Source Computer Vision Library
Random notes on papers, likely a short-term repo.
Running parametric t-SNE by Laurens Van Der Maaten with Octave and oct2py.
a plugin for the Anki Spaced Repitiion Software http://ichi2.net/anki/
Working Theano implementation of Pixel RNN on MNIST.
A course in reinforcement learning in the wild
pycrf: Python wrapper for CRF++ (http://crfpp.sourceforge.net/). Currently uses system calls to call CRF++ tools (not anything smarter like SWIG or cutils). Somewhat old code but potentially useful.
just pylearn
Pure C character trie implementation, wrapped into python extension
If you want to use Python for text analysis, this course is for you!
The "Python Machine Learning" book code repository and info resource
汉语拼音转换工具 Python 版。