dongzhixiang Goto Github PK

adaboost-stock-selection

apriori

Python Implementation of Apriori Algorithm for finding Frequent sets and Association Rules

apriori-python

Association Rules Mining

auto-sklearn

bayesian-belief-networks

Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

chinesetextclassify

中文文本分类，使用搜狗文本分类语料库

configspace

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

deap

Distributed Evolutionary Algorithms in Python

deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

deep_q_rl

Theano-based implementation of Deep Q-learning

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

easyquant

股票量化框架，支持行情获取以及交易

genetics

A python library for genetic algorithms

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

hoag

Hyperparameter optimization with approximate gradient

hpolibconfigspace

imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

jieba

结巴中文分词

keras

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

lasagne

Lightweight library to build and train neural networks in Theano

librosa

Python library for audio and music analysis

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

lstmtest1

Testing LSTM networks, mainly on keras for now

markovnetwork

Python implementation of Markov Networks for neural computing.

milk

MILK: Machine Learning Toolkit