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Personal deep learning study notes and tutorial-style notebooks
📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程
BERT-based intent and slots detector for chatbots.
Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
关于语音信号声源定位DOA估计所用的一些传统算法
The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。
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、…
Word2vec, Fasttext, Glove, Elmo, Bert, Flair pre-train Word Embedding
📚 C/C++ 技术面试基础知识总结，包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。This repository is a summary of the basic knowledge of recruiting job seekers and beginners in the direction of C/C++ technology, in…
A tool library of classical machine learning algorithms with only numpy.
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
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，50余万字。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
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
The Tensorflow with tflearn implementation of the RCNN model.
A python library for visualizing Artificial Neural Networks (ANN)
Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.
Detecting Text in Natural Image with Connectionist Text Proposal Network (ECCV'16)
Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning
Implementing Multiple Layer Neural Network from Scratch
Hamaa: a Simple and Naive Deep Learning library.
The world's simplest facial recognition api for Python and the command line
📘《Python进阶》（Intermediate Python - Chinese Version）
Python初学者（零基础学习Python、Python入门）书籍、视频、资料、社区推荐