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deeplearning_book

deep learning book

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deepspeech.pytorch

Speech Recognition using DeepSpeech2 and the CTC activation function. Edit

dmtk

Microsoft Distributed Machine Learning Toolkit

ernie

An Implementation of ERNIE For Language Understanding (including Pre-training models and Fine-tuning tools)

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

faster-rcnn_tf

Faster-RCNN in Tensorflow

ffmformat

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具

ganswer

A KBQA system based on DBpedia.

gensim

Topic Modelling for Humans

gmm-em-clustering

高斯混合模型（GMM 聚类）的 EM 算法实现。

graph-neural-network-note

A blog for understanding graph neural network

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hanlp

自然语言处理 中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁

hkrm

Hybrid Knowledge Routed Module for Large-scale Object Detection

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

interactive-coding-challenges

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

iterm2-color-schemes

Over 200 terminal color schemes/themes for iTerm/iTerm2. Includes ports to Terminal, Konsole, PuTTY, Xresources, XRDB, Remina, Termite, XFCE, Tilda, FreeBSD VT, Terminator, Kitty, MobaXterm, LXTerminal, Microsoft's Windows Terminal

javaguide

【Java学习+面试指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。

jlm

A fast LSTM Language Model for large vocabulary language like Japanese and Chinese

kdd19-tutorial

KDD19 Tutorial: From Shallow to Deep Language Representations: Pre-training, Fine-tuning, and Beyond

keras

Deep Learning for humans

keras-attention-mechanism

Attention mechanism Implementation for Keras.

knowledgegraphcourse

东南大学《知识图谱》研究生课程

learning-java

Java编程之路

leetcode

:pencil2: LeetCode solutions in C++ 11 and Python3

lihang

Statistical learning methods, 统计学习方法 [李航] 值得反复读. [笔记, 代码, notebook, 参考文献, Errata]

lihang-code

《统计学习方法》的代码实现