deel-learn Goto Github PK

babi_tools

Augmentation scripts for the bAbI Dialog Tasks dataset

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeppavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

faceswap

Non official project based on original /r/Deepfakes thread. Many thanks to him!

fasttext

Library for fast text representation and classification.

glove

GloVe model for distributed word representation

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

id-cnn-cws

Source codes and corpora of paper "Iterated Dilated Convolutions for Chinese Word Segmentation"

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍，书中详细介绍了机器学习领域不同类型的算法(例如：监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等)，记录了本人在学习过程中的理解思路与扩展知识点，希望对新人阅读西瓜书有所帮助！

ml-mastery-zh

:book: [译] MachineLearningMastery 博客文章

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证有效的领先模型）

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_course

YSDA course in Natural Language Processing

oreilly-learning-tensorflow

parlai

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

redisearch

A query and indexing engine for Redis, providing secondary indexing, full-text search, and aggregations.

spacy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

unit-dmkit

vdcnn

Tensorflow and Keras Implementation of Very Deep Convolutional Neural Network for Text Classification

very-deep-convolutional-networks-for-natural-language-processing

Very Deep Convolutional Networks for Natural Language Processing in Tensorflow

word2vec

This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently used in many natural language processing applications and for further research.

word2vecexample

An example application using Word2Vec. Given a list of words, it finds the one which isn't 'like' the others - a typical language understanding evaluation task.