oftensmile's repositories
TensorFlow-VAE-GAN-DRAW
A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).
tensorflow_tutorials
From the basics to slightly more interesting applications of Tensorflow
General_Deep_Q_RL
General deep reinforcement learning framework
BinaryNet
Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1
DeepLearningFlappyBird
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
znn-release
Multi-core CPU implementation of deep learning for 2D and 3D convolutional networks (ConvNets).
2015
Public material for CS109
Python-for-Algorithms--Data-Structures--and-Interviews
Files for Udemy Course on Algorithms and Data Structures
kaggle-dsb2-keras
Keras tutorial for Kaggle 2nd Annual Data Science Bowl
ParticleCommunity
A dynamical model for detecting communities in complex networks
Image-feature-detection-using-Phase-Stretch-Transform
PST or Phase Stretch Transform is an operator that finds features in an image. PST takes an intensity image I as its input, and returns a binary image out of the same size as I, with 1's where the function finds sharp transitions in I and 0's elsewhere.
DeepLearningTutorials
Deep Learning Tutorial notes and code. See the wiki for more info.
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
CoevolNet
Source code to perform a co-evolutionary analysis from a set of protein trees
interview_python
关于Python的面试题
PEDLA
PEDLA: predicting enhancers with deep learning-based algorithmic framework
theano_exercises
Exercises for my tutorials on Theano
JointEmbedding
Joint Embeddings of Shapes and Images via CNN Image Purification
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
java8-the-missing-tutorial
Java 8 for all of us
DL4NLP
Deep Learning for NLP resources
TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework
git-recipes
:octocat: 高质量的Git中文教程，来自国外社区的优秀文章和个人实践
DeepLearning
Deep Learning (Python, C, C++, Java, Scala, Go)
Gaffer
A large-scale graph database
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
RecursiveNeuralTensorNetwork
A deep learning recursive neural tensor network for sentiment analysis, implemented from its source paper.
mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Go, Javascript and more