孙先森's repositories
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18个章节，近30万字。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
Algorithm_Interview_Notes-Chinese
2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记
pumpkin-book
《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book
Chinese-PreTrained-XLNet
Pre-Trained Chinese XLNet（中文XLNet预训练模型）
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm预训练模型）
chinese_dictionary
同义词表，反义词表，否定词表
chineseGLUE
Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard
dailyfresh
生鲜——
Data-Competition-TopSolution
Data competition Top Solution 数据竞赛top解决方案开源整理
DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.DeepFM,DeepInterestNetwork(DIN),DeepInterestEvolutionNetwork(DIEN),DeepCrossNetwork(DCN),AttentionalFactorizationMachine(AFM),Neural Factorization Machine(NFM),AutoInt,Deep Session Interest Network(DSIN)
DeepPavlov
An open source library for deep learning end-to-end dialog systems and chatbots.
fast-bert
Super easy library for BERT based NLP models
GPT2-Chinese
Chinese version of GPT2 training code, using BERT or BPE tokenizer.
gpt2client
Easy-to-use Wrapper for GPT-2 117M and 345M Transformer Models
interview_internal_reference
2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。
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。
Leetcode
Play Leetcode with different Programming language
lihang-code
《统计学习方法》的代码实现
nlp_chinese_corpus
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
Pretrained-Language-Model
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
Python
All Algorithms implemented in Python
sanic
Async Python 3.5+ web server that's written to go fast
sentence-transformers
Sentence Embeddings with BERT & XLNet
service-streamer
Boosting your Web Services of Deep Learning Applications.
Tensorflow-Cookbook
Simple Tensorflow Cookbook for easy-to-use
xlnet
XLNet: Generalized Autoregressive Pretraining for Language Understanding
xlnet-pytorch
2019 Google Brain's XLNet Pytorch Implementation