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amsgrad-tensorflow

Simple Tensorflow implementation of "On the Convergence of Adam and Beyond" (ICLR 2018)

amsgrad_experiments

app-dl

Deep Learning and applications in Startups, CV, Text Mining, NLP

awesome-deep-rl

This project is for learning and researching on DRL. Any suggestion/improvement is welcomed.

awesome-rl

Reinforcement learning resources curated

bpl

Bayesian Program Learning model for one-shot learning

cifar-10_pytorch

Pytorch Tutorial

ddpg-mxnet

ddpg implement of inverted pendulum control based on mxnet and gym

decision_tree-cart-

Homework for Data Mining

decisiontree

Python Implementation of ID3

deep-reinforcement-learning-survey

My Exploration on Deep Reinforcement Learning Survey

deeplearningbook

MIT Deep Learning Book in PDF format

deeplearningbook-chinese

Deep Learning Book Chinese Translation

dmn-tensorflow

Dynamic Memory Networks (https://arxiv.org/abs/1603.01417) in Tensorflow

grocery-store-of-lancezhange

skill tree of lancezhange

hierarchical-neural-autoencoder

hosts

:statue_of_liberty:最新可用的google hosts文件。镜像：

ipv6-hosts

Forked from the inactive Google Code project ipv6 hosts: https://code.google.com/p/ipv6-hosts/

keras

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

lda

(Old! Deprecated!) topic modeling in Python.

lda-1

Latent Dirichlet Allocation for Topic Modelling

logisticregression-mpi-sgd-v0.3

mpi-lr

lstm

LSTM Neural Network in Python and Cython, used for language modelling

lstm-1

Minimal, clean example of lstm neural network training in python, for learning purposes.

machinelearning

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

mpi_logistic_regression

C++ implementation of Logistic Regression with MPI parallelization

neuralturingmachine

Tensorflow implementation of a Neural Turing Machine

opennmt-py

Open-Source Neural Machine Translation in PyTorch http://opennmt.net/

picture

pix2pix-tensorflow

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/