TensorFlow code and pre-trained models for BERT

中文常用停用词表（哈工大停用词表、百度停用词表等）

Implementation of papers for text classification task on DBpedia

VIP cheatsheets for Stanford's CS 229 Machine Learning

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scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

（完结）Andrew NG Machine-Learning-Yearning translation documents（吴恩达《Machine Learning Yearning》中文翻译及英文原稿）

《神经网络与深度学习》 Neural Network and Deep Learning

tensorflow实战练习，包括强化学习、推荐系统、nlp等

Keras Implementations of Deep Learning Architectures for NLP

Unsupervised Language Modeling at scale for robust sentiment classification

100 Days of ML Coding

CNN-RNN中文文本分类，基于TensorFlow

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.

📆 准备秋招学习笔记

Experiments with Deep Learning

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, suc…

Simple tutorials for building neural networks with TensorFlow Eager.

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to s…

tensorflow rewrite of Yoon Kim's lstm-char-cnn

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

Topics course Mathematics of Deep Learning, NYU, Spring 18

Implementation of research papers on Deep Learning+ NLP+ CV in Python using Keras, Tensorflow and Scikit Learn.

Minimal examples of data structures and algorithms in Python

Play couplet with seq2seq model. 用深度学习对对联。

🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models

Python implementations of Machine Learning models and algorithms from scratch. Aims to cover everything from Data Mining techniques to Deep Learning.

Collection of probabilistic models and inference algorithms

Topic Modelling for Humans

fast.ai Courses