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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

pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

pytorch-best-practice

A Guidance on PyTorch Coding Style Based on Kaggle Dogs vs. Cats

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

tabert

This repository contains source code for the TaBERT model, a pre-trained language model for learning joint representations of natural language utterances and (semi-)structured tables for semantic parsing. TaBERT is pre-trained on a massive corpus of 26M Web tables and their associated natural language context, and could be used as a drop-in replacement of a semantic parsers original encoder to compute representations for utterances and table schemas (columns).

table-ocr

Recognize tables from images and restore them into word.

table-recognition

table-structure_extraction-bi-directional-gru

This repo contains the code for "Table Structure Extraction with Bi-directional Gated Recurrent Unit Networks", ICDAR 2019..

tabrecset

A large scale camera-taken table detection and recognition dataset.

tabstructnet

tensorflow-101

《TensorFlow 快速入门与实战》和《TensorFlow 2 项目进阶实战》课程代码与课件

tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

tensorflow-windows-wheel

Tensorflow prebuilt binary for Windows

tensorflow2_tutorials_chinese

tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials

textsimilar

短文本相似度

tgrnet

TGRNet: A Table Graph Reconstruction Network for Table Structure Recognition

tools-to-design-or-visualize-architecture-of-neural-network

Tools to Design or Visualize Architecture of Neural Network

torch-template-for-deep-learning

Pytorch Implementations of large number classical backbone CNNs, data enhancement, torch loss, attention, visualization and some common algorithms.

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

visual-template-free-form-parsing

Code for my ICDAR paper "Deep Visual Template-Free Form Parsing"

yolo2-pytorch

YOLOv2 in PyTorch

yolov3-point

从零开始学习YOLOv3教程解读代码+注意力模块(SE,SPP,RFB etc)