daiyl

medical-data

BEGAN-tensorflow

Implementation of Google Brain's BEGAN in Tensorflow

caffe-unpooling

Caffe with unpooling layers and example usage.

cca_zoo

Canonical Correlation Analysis Zoo: CCA, GCCA, MCCA, DCCA, DGCCA, DVCCA, DCCAE, KCCA and regularised variants including sparse CCA , ridge CCA and elastic CCA. Deep models are implemented using Pytorch

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

daiyl.github.io

DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

Deep-Learning-Papers-Reading-Roadmap

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

Deep-Reinforcement-Learning-Algorithms-with-PyTorch

PyTorch implementations of deep reinforcement learning algorithms and environments

dl_tutorials

Deep learning tutorials (2nd ed.)

GANimation

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral)

healthcare

image-augmentation

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

keras

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

LiMu-Deep-Learning-by-hands

MachineLearning

This project contain some machine learning algrithm demo.Maybe the code is also useful to you.

min-char-rnn

Minimal character-level language model with a Vanilla Recurrent Neural Network, in Python/numpy

MultimodalDataFusion

mxnet

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

notes-machine-learning

My Notes on Machine Learning

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

RLs

Reinforcement Learning Algorithms：SAC, TD3, TAC

simulated-unsupervised-tensorflow

TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-generative-model-collections

Collection of generative models in Tensorflow

tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

Text-Classification

Implementation of papers for text classification task on DBpedia

WGAN-tensorflow

a tensorflow implementation of WGAN

zh-NER-TF

A simple BiLSTM-CRF model for Chinese Named Entity Recognition task