NLP_Study_Demo

Mac软件清单、Mac使用技巧整理，正在不断完善中。努力做到最全。

Natural Language Processing Tutorial for Deep Learning Researchers

Extract the PDF outline (table of contents) as a tree and try to assign a page number to each of the elements.

An annotated implementation of the Transformer paper.

A resource for learning about Machine learning & Deep Learning

A Langchain app that allows you to chat with multiple PDFs

极客时间：LangChain实战课

自然语言处理（NLP）教程，包括：词向量，词法分析，预训练语言模型，文本分类，文本语义匹配，信息抽取，翻译，对话。

pytextclassifier is a toolkit for text classification. 文本分类，LR，Xgboost，TextCNN，FastText，TextRNN，BERT等分类模型实现，开箱即用。

编程之路

A collection of design patterns/idioms in Python

吴恩达老师的机器学习课程个人笔记

A complete daily plan for studying to become a machine learning engineer.

📄 Awesome CV is LaTeX template for your outstanding job application

Open source library for content based image retrieval / visual information retrieval.

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

What the f*ck Python? 😱

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

 Now we have become very big, Different from the original idea. Collect premium software in various categories.

List of Computer Science courses with video lectures.

Simple tutorials using Google's TensorFlow Framework

📓Solutions to Introduction to Algorithms

A curated list of awesome places to learn and/or practice algorithms.

ImageJ library to detect and analyse connected components (blobs) in binary images

A technical report on convolution arithmetic in the context of deep learning