jontywu
Follow
Lists (1)
Stars
This is a repo including all projects in my Introduction to Natural Language Processing course (DATA130006) in School of Data Science @Fudan University.
《剑指 Offer》 Python, Java, C++ 解题代码，LeetBook《图解算法数据结构》配套代码仓
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing
HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。
自然语言处理学习笔记：机器学习及深度学习原理和示例，基于 Tensorflow 和 PyTorch 框架，Transformer、BERT、ALBERT等最新预训练模型及源代码详解，及基于预训练模型进行各种自然语言处理任务。模型部署
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Financial Sentiment Analysis with BERT
HuggingLLM, Hugging Future.
整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。
TensorFlow code and pre-trained models for BERT
bert-base-chinese example
A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097
This github repository of "Machine Learning and Data Science Blueprints for Finance". Please star.
This repository hosts the code behind the online book, Coding for Economists.
UCB EECS126 : probability theory and random processes.
Python implementation of the midasml approach
Mixed Data Sampling (MIDAS) Modeling in Python
This repository contains the code for the paper "Hybrid ARDL-MIDAS-Transformer Time-Series Regressions for Multi-Topic Crypto Market Sentiment Driven by Price and Technology Factors", by Ioannis Ch…
midasml package is dedicated to run predictive high-dimensional mixed data sampling models
LaTeX Thesis Template for the University of Chinese Academy of Sciences
A Python toolbox for gaining geometric insights into high-dimensional data
《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning
Approaching (Almost) Any Machine Learning Problem中译版，在线文档地址：https://ytzfhqs.github.io/AAAMLP-CN/
Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)