DrMichaelWang
advanced skills in AI, machine learning and data science can be readily applied to the fields of blockchain/crypto, Web3, fintech, AdTech, investment, & beyond
Silicon Valley
Pinned Repositories
Business-Consulting
Stragetic Consulting case books and study guides
CFD-Simulation-with-MATLAB-Finite-Element-Analysis-and-Finite-Difference-Analysis
Analytical modeling with 3D Navier-Stokes theory and CFD simulation with finite difference grid using MATLAB and finite element analysis using ABAQUS
Data-Project-Alice-in-Wonderland-Book
Data-Project__Stock-Market-Analysis
Stock analysis of APPLE, GOOGLE, MICROSOFT, AMAZON in the past year with data from Google Finance
Data-Project__Titanic-Machine-Learning-from-disaster
Predict survival on the Titanic using basic machine learning skills
Fate-and-Transport-Modeling-of-Ecosystem-and-Watershed
Part of the materials used in the graduate course on watershed-scale fate and transport modeling
Linear-Algebra
Linear algebra books and study materials
Python-Udemy-Masterclass
jupyter notebook files; python scripts; python projects
SQL-Udemy-Masterclass
SQL scripts in the Udemy Masterclass, PostgreSQL
Statistics
Statistics books and studying materials
DrMichaelWang's Repositories
DrMichaelWang/rags
Build ChatGPT over your data, all with natural language
DrMichaelWang/AI_Tutorial
精选机器学习,NLP,图像识别, 深度学习等人工智能领域学习资料,搜索,推荐,广告系统架构及算法技术资料整理。算法大牛笔记汇总
DrMichaelWang/AIOS
AIOS: LLM Agent Operating System
DrMichaelWang/apollo
An open autonomous driving platform
DrMichaelWang/Artificial-Intelligence-with-Python-Third-Edition
Artificial Intelligence with Python-Third Edition, Published by Packt
DrMichaelWang/awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
DrMichaelWang/crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
DrMichaelWang/Data-Science-EBooks
This repository contains resources in the form of ebooks, which are related to Data Science, Machine Learning, and similar topics.
DrMichaelWang/datachain
DataChain 🔗 Process and curate unstructured data using local ML models and LLM calls
DrMichaelWang/deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
DrMichaelWang/End-to-end-Autonomous-Driving
All you need for End-to-end Autonomous Driving
DrMichaelWang/examples
Examples for Clarifai Python SDK and Integrations. Give the repo a star ⭐
DrMichaelWang/faiss
A library for efficient similarity search and clustering of dense vectors.
DrMichaelWang/gorilla
Gorilla: An API store for LLMs
DrMichaelWang/GPT-4o-Assistant
DrMichaelWang/ibis
the portable Python dataframe library
DrMichaelWang/Learn-OpenAI-Whisper
Learn OpenAI Whisper, published by Packt
DrMichaelWang/litgpt
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
DrMichaelWang/llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
DrMichaelWang/llm-twin-course
🤖 LLM Twin FREE Course: Building Your Production-Ready AI Replica | An End-to-End Framework for Production-Ready LLM Systems by Building Your LLM Twin | WIP...
DrMichaelWang/llm.c
LLM training in simple, raw C/CUDA
DrMichaelWang/LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
DrMichaelWang/marqo
Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
DrMichaelWang/minGPT
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
DrMichaelWang/ollama
Get up and running with Llama 3, Mistral, Gemma, and other large language models.
DrMichaelWang/onprem
A tool for running on-premises large language models with non-public data
DrMichaelWang/open-webui
User-friendly WebUI for LLMs (Formerly Ollama WebUI)
DrMichaelWang/pinecone-python-client
The Pinecone Python client
DrMichaelWang/transformer-from-scratch
Well documented, unit tested, type checked and formatted implementation of a vanilla transformer - for educational purposes.
DrMichaelWang/webinar-code-examples