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advanced-java

😮 互联网 Java 工程师进阶知识完全扫盲：涵盖高并发、分布式、高可用、微服务、海量数据处理等领域知识，后端同学必看，前端同学也可学习

andrew-ng-deep-learning-notes

吴恩达《深度学习》系列课程笔记及代码

autoencoder_classifier

Autoencoder model for rare event classification

autokeras

Accessible AutoML for deep learning.

awesome-ai-algorithm

人工智能算法方面的综合资料合集:包括求职面试、机器学习、深度学习、强化学习等方面的资料和代码

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-nlp

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

bank_interview

:bank: 银行笔试面试经验分享及资料分享（help you pass the bank interview, and get a amazing bank offer!）

bert

TensorFlow code and pre-trained models for BERT

bert-bilstm-crf-ner

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private server services

bert-multi-label-text-classification

This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.

bert-version

bilstm_attn

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

deeplearning.ai

Some work of Andrew Ng's course on Coursera

demo-fastbert-multi-label-classification

fast-bert

Super easy library for BERT based NLP models

gcn

Implementation of Graph Convolutional Networks in TensorFlow

information_diffusion

keras-gcn

Keras implementation of Graph Convolutional Networks

leetcode-solutions

:octocat: (Weekly Update) Python / C++ 11 Solutions of All 1077 LeetCode Problems

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

metal

Snorkel MeTaL: A framework for training models with multi-task weak supervision

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

network_lesson

Lesson on Twitter Social Network Analysis

nlp_course

YSDA course in Natural Language Processing

notebook

学习笔记

online-news-clustering

Breaking news clustering using incremental algorithms and NLP techniques.

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

sentence-transformers

Sentence Embeddings with BERT & XLNet