Repository Index

Neo4j graph construction from unstructured data using LLMs

• data-import
• genai
• graph
• graph-rag

Technical Analysis Library using Pandas and Numpy

• trading
• technical-analysis
• python3
• volume

Translatedpandas tutorial in Chinese

• pandas

Translated"A Guide to Building the Large Model White Box": a Tiny-Universe made entirely by hand

• rag
• agent
• diffusion
• evaluation-metrics

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

• machine-learning
• deep-learning
• data-science
• neural-networks

TranslatedSome interesting Python crawlers and data analysis projects

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

• machine-learning
• data-science
• python
• mathematics

The 3rd edition of course.fast.ai

• data-science
• fastai
• deep-learning
• pytorch

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

• bayesian-methods
• deep-learning
• machine-learning
• data-science

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

• data-science
• machine-learning
• deep-learning
• data-portfolio

TranslatedKnowledge, code, and ideas for data mining, computer vision, natural language processing, and recommender system competitions

• kaggle
• data-competition
• data-science
• deep-learning

Data augmentation for NLP

• nlp
• augmentation
• machine-learning
• artificial-intelligence

TranslatedChinese translation notes for Python for Data Analysis, 2nd Edition (2017)

• python-for-data-analysis
• jupyter-notebook
• chinese-translation
• data-analysis

A 15TB Collection of Physics Simulation Datasets

Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services

• artificial-intelligence
• generative-ai
• kubernetes
• kustomize

TranslatedWith only a Python foundation, build your own embodied intelligence robot from scratch; step by step from scratch, build VLA/OpenVLA/SmolVLA/Pi0, and gain a deep understanding of embodied intelligence

• embodied-agent
• embodied-ai
• embodied-intelligence
• openvla

TranslatedNeeding only a Python foundation, build large language models from scratch; build GLM4\Llama3\RWKV6 step by step from scratch, to gain a deep understanding of how large models work

• glm
• llama
• llm
• rwkv

Probabilistic reasoning and statistical analysis in TensorFlow

• tensorflow
• bayesian-methods
• deep-learning
• machine-learning

Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

• machine-learning
• notebook
• azure
• deep-learning

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

• automl
• hyperparam
• automated-machine-learning
• machine-learning

Learn Agentic AI using Dapr Agentic Cloud Ascent (DACA) Design Pattern and Agent-Native Cloud Technologies: OpenAI Agents SDK, Memory, MCP, A2A, Knowledge Graphs, Dapr, Rancher Desktop, and Kubernetes.

• agentic-ai
• langmem
• mcp
• openai-api

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

• deep-learning
• d2l
• data-science
• pytorch-implmention

Text and supporting code for Think Stats, 2nd Edition

• data-science
• python
• statistics
• textbook

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