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/awesome-knowledge-distillation
Awesome Knowledge Distillation
yilinw92/COVID19_socialmedia
yilinw92/crnn-audio-classification
UrbanSound classification using Convolutional Recurrent Networks in PyTorch
yilinw92/CVPR2023-Papers-with-Code
CVPR 2023 论文和开源项目合集
yilinw92/deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
yilinw92/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
yilinw92/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.
yilinw92/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.
yilinw92/hello-world
yilinw92/highway-env
A minimalist environment for decision-making in autonomous driving
yilinw92/hello-algo
《Hello 算法》一本动画图解、能运行、可提问的数据结构与算法入门书
yilinw92/HTS-Audio-Transformer
The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"
yilinw92/llm-action
本项目旨在分享大模型相关技术原理以及实战经验。
yilinw92/machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
yilinw92/machine-learning-engineering-for-production-public
Public repo for DeepLearning.AI MLEP Specialization
yilinw92/ml-audio-start
Suggestions for those interested in developing audio applications of machine learning
yilinw92/models
Models and examples built with TensorFlow
yilinw92/musicinformationretrieval.com
Instructional notebooks on music information retrieval.
yilinw92/NLP-Conferences-Code
NLP-Conferences-Code (ACL、EMNL、NAACL、COLING、AAAI、IJCAI)
yilinw92/PaSST
Efficient Training of Audio Transformers with Patchout
yilinw92/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
yilinw92/PlotNeuralNet
Latex code for making neural networks diagrams
yilinw92/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
yilinw92/rad_test_repo
yilinw92/ReduNet
ReduNet
yilinw92/T2T-ViT
yilinw92/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
yilinw92/vision_transformer
yilinw92/VisualDL
Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具 ）
yilinw92/youtube-8m
Starter code for working with the YouTube-8M dataset.