Fransic0

torchstat

Model analyzer in PyTorch

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

branch_bound_for_gurobi_model

针对gurobi下model的通用的求解MIP分支定界算法

gelpia

Rigorous Global Branch-and-Bound Optimizer

branch-search-trees

Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies (AAAI 2021)

python-mip

Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs

Inverse_Collaborative_Inference

collaborative-inference

PyEPO

A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming

machine-learning-deep-learning-notes

机器学习、深度学习的学习路径及知识总结

Coramin

A collection of tools (classes, functions, etc.) for developing MINLP algorithms

galini

An extensible MINLP solver

MINLP

关于MINLP问题的一些资料（Resources of MINLP problem）

RTCoInfer

The implementation of paper : RTCoInfer: Real-time Edge-Cloud Collaborative CNN Inference for Stream Analytics on Ubiquitous Images

Train_Custom_Dataset

标注自己的数据集，训练、评估、测试、部署自己的人工智能算法

ChatPaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

Neurosurgeon

云边协同- collaborative inference 📚Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge

collaborative-latent-diffusion

Collaborative inference of latent diffusion via hivemind

PrivPkt

Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference Attack, Encrypted Traffic Classification)

inference

A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models.

text-generation-inference

Large Language Model Text Generation Inference

neural-net-matrix-factorization

🎬🧠 Exploring neural networks (and variational inference) for collaborative filtering

Tengine

Tengine is a lite, high performance, modular inference engine for embedded device

MMDeploy_Tutorials

Jupyter notebook tutorials for MMDeploy

BP-RBF-Prediction

使用BP神经网络、RBF神经网络以及PSO优化的RBF神经网络进行数据的预测

Deep-Learning-Personal-Notebooks

This collection of notebooks is based on the Dive into Deep Learning Book. All of the notes are written in Pytorch and the d2l/torch library

CVND_Exercises

Exercise notebooks for CVND.

Deep-learning-projects

Jupyter Notebooks with home-made FCNNs, RNNs, CNNs, GAMs models for Airbnb price rental prediction, galaxies classification, gravitational waves classification, named entity prediction, images classification, etc.

Machine_Learning_and_Deep_Learning

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow