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cs224d-project

用glove作embedding的初始化

datamicroarray

A collection of small-sample, high-dimensional microarray data sets to assess machine-learning algorithms and models.

datastories-semeval2017-task4

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

ddpg-keras-torcs

Using Keras and Deep Deterministic Policy Gradient to play TORCS

deep-learning-with-keras

Code repository for Deep Learning with Keras published by Packt

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

disentanglingsequences

Repo for the work on hierarchical state space models for disentanglement

dive-into-educational-adaptive-learning-algorithm

实现IRT,CDM,BKT等个性化学习算法,实现学生能力的自适应诊断

dynamic_routing_between_capsules

Implementation of Dynamic Routing Between Capsules, Sara Sabour, Nicholas Frosst, Geoffrey E Hinton, NIPS 2017

embeddingsviz

Visualize word embeddings of a vocabulary in TensorBoard, including the neighbors

fastmaskrcnn

Mask RCNN in TensorFlow

fasttext

Library for fast text representation and classification.

fcn-resnet101

tensorflow resnet101 fcn semantic segmentation

gan-keras

里面包含许多GAN算法的Keras源码，可以用于训练自己的模型。

glove-gensim

Converting GloVe vectors into word2vec format for easy usage with Gensim

glove-tensorflow

Tensorflow implementation of Glove Word Embedding Model

glove-to-word2vec

Converting GloVe vectors into word2vec format for easy usage with Gensim

glove-win

Stanford GloVe tools built for windows compiled with visual studio 2017 and dev c++ on Windows 10 x64.

glove2h5

A small utility for converting Stanford GloVe vectors to HDF5 / NumPy

glove_cnn

glove_py_model_load

Loading the model from glove and computer word similarity & word clustering.

glovex

Expectation modelling with GloVe

graph2vec

Theano implementation of GloVe for graphs

hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

iclr2019-openreviewdata

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

images-to-osm

Use Mask R-CNN/Keras/TensorFlow and OSM to find features in satellite images for fun.

kaggle_titanic

the data and ipython notebook of my attempt to solve the kaggle titanic problem

keras

Deep Learning for humans

keras-cn

Chinese keras documents with more examples, explanations and tips.

keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks