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Advancing Spatial-Temporal Rock Fracture Prediction with Virtual Camera-Based Data Augmentation
Understanding Deep Learning - Simon J.D. Prince
A curated list of resources for using LLMs to develop more competitive grant applications.
Analyzing knowledge graph embedding methods, including TransE, DistMult, CP, SimplE, ComplEx, Quaternion
Source code for experiments in the papers "Complex Embeddings for Simple Link Prediction" (ICML 2016) and "Knowledge Graph Completion via Complex Tensor Factorization" (JMLR 2017).
LLM-driven automated knowledge graph construction from text using DSPy and Neo4j.
雅意信息抽取大模型:在百万级人工构造的高质量信息抽取数据上进行指令微调,由中科闻歌算法团队研发。 (Repo for YAYI Unified Information Extraction Model)
geological guided adversarial learning model for anomaly detection
A unified framework for machine learning with time series
Anomaly detection related books, papers, videos, and toolboxes
Geo-Hgan: Unsupervised anomaly detection in geochemical data via latent space learning
Python实用教程,包括:Python基础,Python高级特性,面向对象编程,多线程,数据库,数据科学,Flask,爬虫开发教程。
This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better.
Entity and Relation Extraction Based on TensorFlow and BERT. 基于TensorFlow和BERT的管道式实体及关系抽取,2019语言与智能技术竞赛信息抽取任务解决方案。Schema based Knowledge Extraction, SKE 2019
Pytorch BERT-BiLSTM-CRF For NER
Python PDF Parser (Not actively maintained). Check out pdfminer.six.
🔮 ChatGPT Desktop Application (Mac, Windows and Linux)
Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)
A Spatial-compositional Feature Fusion Convolutional Autoencoder for Multivariate Geochemical Anomaly Recognition
OCRmyPDF adds an OCR text layer to scanned PDF files, allowing them to be searched
code of Quantitative analysis of multi-element in steel using laser induced breakdown spectroscopy based on deep learning(DRSN diffCBAM)
Automated CAPTCHA solver for your browser. Works with Selenium, Puppeteer, Playwright, and more.
An end-to-end Transformer for geochemical anomaly detection
Analysis codes for Laser-Induced Breakdown Spectroscopy data
Analysis tools regarding laser-induced-plasma breakdown-spectroscopy (LIBS) measurement system
Code for parsing and analysis of LIBS (laser induced breakdown spectroscopy) data
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。