Pinned Repositories
awesome-knowledge-distillation
Awesome Knowledge Distillation
COVID19_socialmedia
crnn-audio-classification
UrbanSound classification using Convolutional Recurrent Networks in PyTorch
CVPR2023-Papers-with-Code
CVPR 2023 论文和开源项目合集
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Few-Shot-Learning
Get-Things-Done-with-Prompt-Engineering-and-LangChain
LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.
gradio_RAG
Code and resources showcasing the Retrieval-Augmented Generation (RAG) technique, a solution for enhancing data freshness in Large Language Models (LLMs). Incorporate up-to-date external knowledge into LLM-generated responses. Additionally, this repository includes a Gradio-based user interface for seamless model deployment.
GRU-D
inspired by 'Recurrent Neural Networks for Multivariate Time Series with Missing Values' pytorch ver
yilinw92's Repositories
yilinw92/Few-Shot-Learning
yilinw92/Knowledge-Distillation
yilinw92/urban-audio-classifier
Urban sounds classification with Covnolutional Neural Networks
yilinw92/machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
yilinw92/MLprojects
yilinw92/GRU-D
inspired by 'Recurrent Neural Networks for Multivariate Time Series with Missing Values' pytorch ver
yilinw92/UN5550_Lab1