TranslatedCNN-RNN Chinese text classification, based on TensorFlow
- tensorflow
- cnn
- text-classification
- chinese
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MongoDB's Generative AI Showcase: an exhaustive collection of examples and sample applications covering Retrieval-Augmented Generation (RAG), AI agents, and industry-specific use cases.
Text and supporting code for Think Stats, 2nd Edition
- data-science
- python
- statistics
- textbook
A tour in the wonderland of math with python.
- fractals
- penrose-tilings
- polytopes
- hopf-fibration
Code examples in pyTorch and Tensorflow for CS230
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
- gpu-acceleration
- large-language-models
- llm
- llm-inference
TranslatedPytorch Chinese Documentation
- python
- pytorch
- deep-learning
- documentation
Anthropic's original performance take-home, now open for you to try!
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
- machine-learning
- pattern-classification
- machine-learning-algorithms
Welcome to the SDE Interview Preparation Roadmap! This repository is not just about my personal journey; it's a collaborative space for collective learning. As I prepare for Software Development Engineer (SDE) interviews, I've created a comprehensive checklist to guide my preparation.
Open-source Python challenge courses — your AI coding agent teaches, verify.py decides when you're done.
- python
- learning-python
- python-course
- claude-code
Everything you need to know to build your own RAG application
- agentic-rag
- chatbot
- llm
- machine-learning
A curated list of resources for using LLMs to develop more competitive grant applications.
- generative-ai
- grant-proposals
- grants
- llms
A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/
- navier-stokes-equations
- cfd
- jupyter-notebook
- python
Build a modern LLM from scratch. Every line commented. Explained like we are five.
- attention-mechanism
- deep-learning
- educational
- from-scratch
Example code for Fluent Python, 2nd edition (O'Reilly 2022)
- python
- python3
- concurrency
- iterators
Resources to Prepare for Quant Developers/ Quantitative Researcher/ Quantitative Trader/ Quant Analyst/ Software Engineers in Quant Trading Firms, HFTs and Hedge Funds
- algorithmic-trading
- quant-finance
- quantitative-finance
- quantitative-trader
📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.
- surface-detection
- surface-defects
- image-segmentation
- pcb-surface-defect
Deep Learning Tutorial notes and code. See the wiki for more info.
A collection of guides and examples for the Gemma open models from Google.
- codegemma
- gemma
- paligemma
- recurrentgemma
标注自己的数据集，训练、评估、测试、部署自己的人工智能算法
Llama3-中文后训练版
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手把手带你实战 Huggingface Transformers 课程视频同步更新在B站与YouTube
- huggingface
- peft
- transformers