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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

algorithms

Minimal examples of data structures and algorithms in Python

algorithms-illuminated

My notes for Tim Roughgarden's awesome course on Algorithms and his 4 part books

aml-nlp

homework of coursera nlp course. https://www.coursera.org/learn/language-processing/home/welcome

anago

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

awesome-algorithm

LeetCode, HackRank, 剑指offer, classic algorithm implementation

awesome-decentralized-llm

Collection of LLM resources that can be used to build products you can "own" or to perform reproducible research.

awesome-meta-learning

A curated list of Meta-Learning resources/papers.

bert-for-tf2

A Keras TensorFlow 2.0 implementation of BERT.

bert_in_keras

在Keras下微调Bert的一些例子；some examples of bert in keras

blog

byu-cs324-w2023

BYU CS324 Winter 2023

calculus

Materials for MTH 201 (Calculus) at Grand Valley State University -- using a flipped learning design with specifications grading.

capstone_gmt89

chinese-ocr

基于CTPN（tensorflow）+CRNN（pytorch）+CTC的不定长文本检测和识别

chineseaddress_ocr

Photographing Chinese-Address OCR implemented using CTPN+CTC+Address Correction. 拍照文档中文地址文字识别。

chinesenlpcorpus

中文自然语言处理数据集，平时做做实验的材料。欢迎补充提交合并。

chineseocr

yolo3+ocr

colbert

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22)

coursera

Quiz & Assignment of Coursera

coursera-applied-data-science-with-python

Repository for coursera specialization Applied Data Science with Python by University of Michigan

coursera-data-structures-algorithms

Coursera: Data Structures and Algorithms Specialization

coursera-dsa

Coursera's Data Structures and Algorithms Specialization

coursera_data_structures_and_algorithms_specialization

My solution to Data Structures and Algorithms Specialization (Algorithmic Toolbox; Data Structures; Algorithms on Graphs; Algorithms on Strings; Advanced Algorithms and Complexity; Genome Assembly Programming Challenge)

crnn-keras

CRNN (CNN+RNN) for OCR using Keras / License Plate Recognition

crnn_chinese_characters_rec

chinese characters recognition

cs205a-mathematical-methods-for-robotics--vision--and-graphics

斯坦福数值分析公开课的学习资料

cs224d

CS224D Assignments

cs224d-1

Code for Stanford CS224D: deep learning for natural language understanding

cs224n-2019-solutions

Solutions for Stanford CS224n, winter, 2019