foreverruri Goto Github PK

about-gan

GAN相关，经典模型和应用

algs4

Algorithms, 4th edition textbook code and libraries

autoencoder

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-deep-learning-papers

The most cited deep learning papers

awesome-deep-vision

A curated list of deep learning resources for computer vision

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-random-forest

Random Forest - a curated list of resources regarding random forest

awesome-rnn

Recurrent Neural Network - A curated list of resources dedicated to RNN

basic_reinforcement_learning

An introduction series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

chinahadoop_c2

chinahadoop_c3

chinahadoop_c4

d3

Bring data to life with SVG, Canvas and HTML. :bar_chart::chart_with_upwards_trend::tada:

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.

datastructure

数据结构

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deeplearningcoursecodes

Notes, Codes, and Tutorials for the Deep Learning Course at ChinaHadoop

dlib

A toolkit for making real world machine learning and data analysis applications in C++

effectivetensorflow

TensorFlow tutorials and best practices.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

face_recognition

The world's simplest facial recognition api for Python and the command line

gan

Resources and Implementations of Generative Adversarial Nets: GAN, DCGAN, WGAN, CGAN, InfoGAN

gluon-api

A clear, concise, simple yet powerful and efficient API for deep learning.

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hmmlearn

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

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

littleinferencebook

A book for the coursera statistical inference class

malware-prediction-rnn

RNN implementation with Keras for machine activity data to predict malware

markdown_documentation_chinese

A Chinese markdown documentation to document markdown syntax.