Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRN…

Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

Data, Benchmarks, and methods submitted to the M4 forecasting competition

The Museum of Modern Art (MoMA) collection data

Text-generation API via GPT-2 for Cloud Run

HiPlot makes understanding high dimensional data easy

Syllabus for Introduction to Machine Learning for the Arts at IMA / Tisch / NYU.

Chainer implementation of recent GAN variants

Basic Utilities for PyTorch Natural Language Processing (NLP)

メディカルAIコース オンライン講義資料

Awesome resources of yousan.ai(closely related to deep learning).

A curated list of awesome technologies related to Anime, Comic and Games

Deep learning face detection and recognition, implemented by pytorch. (pytorch实现的人脸检测和人脸识别)

Chinese Data Competitions' Solutions

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、…

bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目

PyTorch Tutorial (1.7)

贵校课程资料民间整理

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

My Solution to the Programming Assignments for Practical Reinforcement Learning from Coursera

Book about interpretable machine learning

The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。

PyTorch code for CVPR 2018 paper: Learning to Compare: Relation Network for Few-Shot Learning (Few-Shot Learning part)

PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400

Code for "One-Shot Visual Imitation Learning via Meta-Learning"

Meta Learning / Learning to Learn / One Shot Learning / Few Shot Learning

Renderers and renderer extensions for JupyterLab

Essential Cheat Sheets for deep learning and machine learning researchers

Turn your R code into a web API.

SentiBridge: A Knowledge Base for Entity-Sentiment Representation