Repository Index

New ways of breaking app-integrated LLMs

Những kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.

• machine-learning
• tensorflow
• tensorflow-tutorials
• tensorflow-experiments

该资源为作者在CSDN的撰写Python图像处理文章的支撑，主要是Python实现图像处理、图像识别、图像分类等算法代码实现，希望该资源对您有所帮助，一起加油。

Repository containing notebooks of my posts on Medium

• notebooks
• machine-learning
• deep-learning
• artificial-intelligence

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

• pytorch
• stochastic-differential-equations
• inverse-problems
• generative-models

《面向开发者的 ChatGPT 提示词工程》非官方版中英双语字幕 Unofficial subtitles of "ChatGPT Prompt Engineering for Developers"

• chatgpt
• chinese-translation
• prompt-engineering
• prompt-learning

开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.

• detection
• pytorch
• caffe

Chat凉宫春日, An open sourced Role-Playing chatbot Cheng Li, Ziang Leng, and others.

• role-playing
• text-generation

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

• nlp
• visualization
• explorables
• natural-language-processing

EPFL Machine Learning Course, Fall 2026

温州大学《机器学习》课程资料（代码、课件等）

机器学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual

• machine-learning
• statistical-learning-method

Various Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau

• stock-market
• stock-analysis
• trading-strategies
• technical-analysis

A colab gradio web UI for running Large Language Models

• colab
• colab-notebook
• colaboratory
• gradio

A proof-of-concept jupyter extension which converts english queries into relevant python code

• jupyter-notebook
• machine-learning
• python

大模型算法岗面试题(含答案):常见问题和概念解析 "大模型面试题"、"算法岗面试"、"面试常见问题"、"大模型算法面试"、"大模型应用基础"

The Classiq Library is the largest collection of quantum algorithms and applications. It is the best way to explore quantum computing software. We welcome community contributions to our Library 🙌

• quantum-algorithms
• quantum-software
• quantum-applications
• quantum-open-source

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L

• natural-language-processing
• nlp
• pytorch-nlp
• pytorch

LangChain 공식 Document, Cookbook, 그 밖의 실용 예제를 바탕으로 작성한 한국어 튜토리얼입니다. 본 튜토리얼을 통해 LangChain을 더 쉽고 효과적으로 사용하는 방법을 배울 수 있습니다.

• chatgpt
• chatgpt-api
• cookbook
• generative-ai

Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)

• large-language-models
• prompt-engineering
• gpt-3
• gpt3-prompts

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

Simple UI for LLM Model Finetuning

• ai
• gpt-2
• gpt-3
• huggingface

I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!

This repository showcases a selection of machine learning projects undertaken to understand and master various ML concepts. Each project reflects commitment to applying theoretical knowledge to practical scenarios, demonstrating proficiency in machine learning techniques and tools.

• machine-learning-projects
• projects
• ml-project
• python-project