Jazzy's repositories
BuildingMachineLearningSystemsWithPython
Source Code for the book Building Machine Learning Systems with Python
char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
char-rnn-tensorflow
Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
CNTK
Computational Network Toolkit (CNTK)
content-engine
A very simple content-based recommendation engine. Great for learning, but also ready for real-world use.
CoreNLP
Stanford CoreNLP: A Java suite of core NLP tools.
Crawler
Some crawlers for getting data from the net.
crawler_samples
各种爬虫源码，可以直接在 神箭手云爬虫开发平台 上运行
DeepLearningBook
MIT Deep Learning Book in PDF format
genius
a chinese segment base on crf
h2o-3
Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA...)
incubator-singa
Mirror of Apache Singa (Incubating)
Java-Naive-Bayes-Classifier
A java classifier based on the naive Bayes approach.
lda
Topic modeling with latent Dirichlet allocation using Gibbs sampling
librosa
Python library for audio and music analysis
lstm
Minimal, clean example of lstm neural network training in python, for learning purposes.
models
Models built with TensorFlow
neural-networks-and-deep-learning
Code samples for my book "Neural Networks and Deep Learning"
NRE
Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT
ollie
Ollie is a open information extractor that uses bootstrapped dependency paths.
pyltp
pyltp: the python extension for LTP
python-neural-network
This is an efficient implementation of a fully connected neural network in NumPy. The network can be trained by a variety of learning algorithms: backpropagation, resilient backpropagation and scaled conjugate gradient learning. The network has been developed with PYPY in mind.
quickml
A fast and easy to use decision tree learner in java
RocAlphaGo
An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.
sifarish
Content based and collaborative filtering based recommendation and personalization engine implementation on Hadoop and Storm
summarize.py
A python script for summarizing articles using nltk
tensorflow
Computation using data flow graphs for scalable machine learning
tf_chatbot_seq2seq_antilm
Seq2seq chatbot with attention and anti-language model to suppress generic response, option for further improve by deep reinforcement learning.
ubuntu-ranking-dataset-creator
A script that creates train, valid and test datasets for the ranking task from Ubuntu corpus dialogs.
word_cloud
A little word cloud generator in Python