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aaamlp

Projects from the book "Approaching (Almost) Any Machine Learning Problem". Book github at https://github.com/abhishekkrthakur/approachingalmost

alns

Adaptive large neighbourhood search (and more!) in Python.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

binpackingalgorithmall

装车问题解法

chatbot-seq2seq

cluster-vrp

Machine Learning - Python - Cluster-first/Route-second strategy for the Vehicle Routing Problem

cpython-internals

Dive into CPython internals, trying to illustrate every detail of CPython implementation

deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

deepaco

[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization

dimensionality_reduction_alo_codes

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

distributed_framework

pip install function_scheduling_distributed_framework，python通用分布式函数调度框架。python万能超高并发神器

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

ecoute

Ecoute is a live transcription tool that provides real-time transcripts for both the user's microphone input (You) and the user's speakers output (Speaker) in a textbox. It also generates a suggested response using OpenAI's GPT-3.5 for the user to say based on the live transcription of the conversation.

funboost

pip install funboost，python全功能分布式函数调度框架,。支持python所有类型的并发模式和全球一切知名消息队列中间件，python函数加速器，框架包罗万象，一统编程思维，兼容50% python编程业务场景，适用范围广。只需要一行代码即可分布式执行python一切函数。

grasp_bpp

xflp is a heuristic solver for container loading problems in 3D with real world constraints

gurobi-official-examples

【中译版】Gurobi 官方教程

hands-on-rl

https://hrl.boyuai.com/

hgs-cvrp

A Python wrapper for the Hybrid Genetic Search algorithm for Capacitated Vehicle Routing Problems (HGS-CVRP)

hgsrr-cvrp

HybridCVRP: A Hybrid Metaheuristic Solver for the Capacitated Vehicle Routing Problem

internvl

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4V. 接近GPT-4V表现的可商用开源模型

invoice-ocr

large-scale-optimization-vehicle-routing-problem

Java Constraint Solvers for Vehicle Routing Problem (VRP)

learning-to-optimize-arxiv

The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading notes.

machine-translation-by-transformer

基于Tensorflow2.0和Transformer实现机器翻译代码详解

machine_learning_code_implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

mcvrptw_with_alns-r-r

nlp-models-tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

opencompetition

A collection of algorithms for data science competition. Only focus on the tested and latest