yiqiao-yin
This is Yiqiao Yin and this is my public GitHub profile with the purpose of sharing not-for-profit sources only.
WYN Associates, LLC.
Pinned Repositories
Applied-Statistics
This repo preserves the knowledge of Applied Statistics by Yiqiao Yin, a PhD student at Columbia University. I would like to acknowledge this repo is open source and non-profit only. In addition, I want to thank professors who instructed this course to provide the knowledge and resources for us.
Fundamentals-in-Machine-Learning
This is the Github repo for the field of Statistical Machine Learning. I set this up as my personal blog for future generations and for anybody who is interested. Please feel free to contact me on LinkedIn if you have questions.
googleAuthR-reference
Auto-build libraries for Google APIs with OAuth2 for both local and Shiny app use. This guide is also available at the googleAuthR website The googleAuthRverse Slack team has been setup for support for using googleAuthR and the libraries it helps create. Sign up via this Google form to get access.
huggify-data
This is the repo for huggify-data package.
Introduction-to-Machine-Learning-Big-Data-and-Application
This github repo introduces a portfolio of probability theory, statistical inference, and applied machine learning topics.
recurrentshop-rnn-reference
Ability to easily iterate over different neural network architectures is key to doing machine learning research. While deep learning libraries like Keras makes it very easy to prototype new layers and models, writing custom recurrent neural networks is harder than it needs to be in almost all popular deep learning libraries available today. One key missing feature in these libraries is reusable RNN cells. Most libraries provide layers (such as LSTM, GRU etc), which can only be used as is, and not be easily embedded in a bigger RNN. Writing the RNN logic itself can be tiresome at times. For example in Keras, information about the states (shape and initial value) are provided by writing two seperate functions, get_initial_states and reset_states (for stateful version). There are many architectures whose implementation is not trivial using modern deep learning libraries, such as:
Statistical-Machine-Learning
This is the Github repo for the field of Statistical Machine Learning. I set this up as my personal blog for future generations and for anybody who is interested. Please feel free to contact me on LinkedIn if you have questions.
wyn-chatbot-io
This chatbot stores sample use cases developed using Streamlit, ChatGPT, and Palm2. It allows users to interact with LLM via multiple different use cases.
wyn-docquery
This repo stores code for building a Streamlit application that uses ChatGPT. The UI fronts a question answering system for PDF files in order to provide users efficient information retrieval pipeline.
WYNAssociates
This is the official AI-driven solution offered by W.Y.N. Associates. WYN aims to build the best data science lab with the assistance of smart brains and AI-driven technologies for our local and global clients. With the advancement of WYN’s Explainable Artificial Intelligence (XAI) technology, we drive a set of processes and methods that allows human users to comprehend and trust the results and output created by machine learning algorithms.
yiqiao-yin's Repositories
yiqiao-yin/WYNAssociates
This is the official AI-driven solution offered by W.Y.N. Associates. WYN aims to build the best data science lab with the assistance of smart brains and AI-driven technologies for our local and global clients. With the advancement of WYN’s Explainable Artificial Intelligence (XAI) technology, we drive a set of processes and methods that allows human users to comprehend and trust the results and output created by machine learning algorithms.
yiqiao-yin/huggify-data
This is the repo for huggify-data package.
yiqiao-yin/aixnet1function7
yiqiao-yin/awesome-generative-ai-guide
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
yiqiao-yin/awesome-llm-interpretability
A curated list of Large Language Model (LLM) Interpretability resources.
yiqiao-yin/booth_busn_37800_market_management
yiqiao-yin/doc-search-q-series
This repo is a general purpose of query based information retrieval engine.
yiqiao-yin/docdocgo-demo
yiqiao-yin/document-search-q-series
This is repo for customized RAG system using QIM.
yiqiao-yin/face-detection-streamlit-demo
yiqiao-yin/LLM-Finetuning
LLM Finetuning with peft
yiqiao-yin/phimpme-iOS
Phimp.me - Photo Image Editor and Sharing App. Phimp.me is a Photo App for iOS that aims to replace proprietary photo applications. It offers features such as taking photos, adding filters, editing images and uploading them to social networks.
yiqiao-yin/pretraining_LLM
Andrew Ng Short Course - Pretraining LLM
yiqiao-yin/pythonic-view
This repo collects bite-size python scripts as tutorials.
yiqiao-yin/quantum-ed
This is a repository that manages resources of education for quantum computing.
yiqiao-yin/style-transfer-web-demo
yiqiao-yin/system-diagram
This is a repo about system diagram.
yiqiao-yin/Technical-Trader
yiqiao-yin/test
yiqiao-yin/vapaad
The this is the repo for the model VAPAAD.
yiqiao-yin/WYN-Advisor
yiqiao-yin/wyn-agent
This Python package provides a simple yet powerful interface to create AI chatbots using the Mistral AI platform.
yiqiao-yin/wyn-keras
yiqiao-yin/WYN-llama
yiqiao-yin/wyn-pm
This is the main repository for the portfolio management package.
yiqiao-yin/wyn-rag
This is a RAG template.
yiqiao-yin/wyn-template-library
This is a template PyPI library repo.
yiqiao-yin/wyn-transformers
Official package of transformers repo that allows developers to train transformers from scratch.
yiqiao-yin/wyn-voice
yiqiao-yin/yiqiao-yin