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2023-big-data-driven-artificial-intelligence

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

api_xml_springnature

Python program for searching info from Springer Nature via API by XML.

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

brainageing

This is the project about simulating the ageing brain.

causaldiscoverytoolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

causalinferenceintro

Causal Inference for the Brave and True的中文翻译版。全部代码基于Python，适用于计量经济学、量化社会学、策略评估等领域。英文版原作者：Matheus Facure

covid-19_dateset_japan

This program may be the simplest method to get the COVID-19 key features of Japan. From the pandemic beginning to the latest.

dl_paperstudy_limu

深度学习经典、新论文逐段精读

dl_public_health_informatics

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

epidemic_models

SI, SIR, SIS, SEIR, SEIRS, SIRS

faiss

A library for efficient similarity search and clustering of dense vectors.

fry_course_materials

范仁义录播课资料，会依次推出各种完全免费的前端、后端、大数据、人工智能等课程，课程网站： https://fanrenyi.com ； b站课程地址： https://space.bilibili.com/45664489 ；

gym

A toolkit for developing and comparing reinforcement learning algorithms.

interconnected_seirah

An Extended Epidemic Model on Interconnected Networks for COVID-19 to Explore the Epidemic Dynamics

jaxrl

JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.

lhy_machine_learning

李宏毅2021/2022/2023春季机器学习课程课件及作业

lingam

magent

An engine to create high performance multi-agent grid world environments with hundreds or thousands of agents, along with a set of reference environments

magent2

An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments

mesa

Mesa is an agent-based modeling framework in Python

multi-agent-deep-deterministic-policy-gradients

A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm

openai-python

oudeng.github.io

Elegant theme for Jekyll.

pandas-ai

Pandas AI is a Python library that integrates generative artificial intelligence capabilities into Pandas, making dataframes conversational

pynetlogo

python-plot-datapre

by Pandas, Matplotlib, Seaborn etc on popular datasets

reinforcement_learning

scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)