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datastream.io

An open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana

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_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

deeprenewalprocess

GluonTS Implementation of Intermittent Demand Forecasting with Deep Renewal Processes arXiv:1911.10416v1 [cs.LG]

demand_forecast

demo_text_binary_classification_bert

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

doccano

Open source text annotation tool for machine learning practitioner.

drawio-desktop

Official electron build of diagrams.net

e-book

Python电子书、Django电子书、鸟哥的Linux私房菜第四版PDF

fastai-v3

Starter app for fastai v3 model deployment on Render

fastbert

The score code of FastBERT (ACL2020)

fastnlp

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

fasttextrank

中文文本摘要/关键词提取

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

fedot

Automated modeling and machine learning framework FEDOT

final-capstone---forecasting-optimal-inventory-levels

Thinkful Final Capstone Project - Forecasting Optimal Inventory Levels

finetuner

Finetuning any DNN for better embedding on neural search tasks

forecasting-of-order-demand-in-warehouses-using-autoregressive-integrated-moving-average.

Forecasting of order demand in warehouses using auto-regressive integrated moving average(ARIMA).

forecasting_intermittent_time_series

How To Apply Time Embeddings To A Classification and Quantity Forecast In Tensorflow Embedding time along with categorical and continuous features offsets the errors caused by intermittent time series. This event often occurs in manufacturing or retail businesses that distribute through multiple overlapping distributors or stores and regions with a large parts list. The solution in tensorflow is demonstrated for an international specialty fastener manufacturer with over 2000 part items and 200 distributors in 5 regions. The manufacturer needed pricing support at the quote level by part, distributor and region to project whether or not a quote would become an order and the expected quantity to be sold during a successful order so that it could align with their current demand planning methods. The first session half discusses applications and solutions while the session second half explains the feature development and the non-linear tensorflow model in depth. The annotated open source code in a jupyter notebook is provided for reference.

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

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、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLP太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包。

gensim

Topic Modelling for Humans

getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases.

github-chinese-top-charts

:cn: GitHub中文排行榜，各语言分离设置「软件 / 资料」榜单，精准定位中文好项目。各取所需，互不干扰，高效学习。

gluon-ts

GluonTS - Probabilistic Time Series Modeling in Python

gpyopt

Gaussian Process Optimization using GPy

greykite

A flexible, intuitive and fast forecasting library