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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

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

hello-world

highway-env

A minimalist environment for decision-making in autonomous driving

hts-audio-transformer

The official code repo of "HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection"

knowledge-distillation

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

ml-audio-start

Suggestions for those interested in developing audio applications of machine learning

mlprojects

models

Models and examples built with TensorFlow

musicinformationretrieval.com

Instructional notebooks on music information retrieval.

nlp-conferences-code

NLP-Conferences-Code (ACL、EMNL、NAACL、COLING、AAAI、IJCAI)

passt

Efficient Training of Audio Transformers with Patchout

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

plotneuralnet

Latex code for making neural networks diagrams

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

rad_test_repo

redunet

ReduNet

t2t-vit

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.