ccf2016 sougou final winner solution

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

PRML algorithms implemented in Python

Essential Cheat Sheets for deep learning and machine learning researchers

2nd Place Solution for SMP CUP 2016

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks…

http://torch.ch

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

Topic Modelling for Humans

Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE

sentence classification using CNN/LSTM/GRU

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

Computation using data flow graphs for scalable machine learning

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

Theano is a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It can use GPUs and perform efficient symbolic …

Algorithms, 4th edition textbook libraries

Convolutional Neural Networks for Sentence Classification in Keras

Public facing notes page

scikit-learn: machine learning in Python

Character-level Convolutional Networks for Text Classification

Code repository for Think Bayes.