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ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2021

ailearning-theory-applying

快速上手Ai理论及应用实战：基础知识Basic knowledge、机器学习MachineLearning、深度学习DeepLearning2、自然语言处理BERT，持续更新中。含大量注释及数据集，力求每一位能看懂并复现。

alphatree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

applied-ml

📚 Papers by organizations sharing their work on applied data science & machine learning.

bitcoinbook

Mastering Bitcoin 2nd Edition - Programming the Open Blockchain

blockchain

开源教程：从零开始写区块链

blockchain-python

A blockchain implementation in Python

blockchain-python-tutorial

Source Code for my blog post: A Practical Introduction to Blockchain with Python

build-your-own-x

🤓 Build your own (insert technology here)

chemical_vae

Code for 10.1021/acscentsci.7b00572, now running on Keras 2.0 and Tensorflow

chia-blockchain

Chia blockchain python implementation (full node, farmer, harvester, timelord, and wallet)

computer-code-availability

Immune Genetic Algorithm for Electromagnetic Wave Computerized Tomography in Underground Mining

constrained-bayesian-optimisation-for-automatic-chemical-design

Code to accompany the paper "Constrained Bayesian Optimisation for Automatic Chemical Design" https://pubs.rsc.org/en/content/articlehtml/2019/sc/c9sc04026a

coramin

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

cosmosac

A Benchmark Implementation of COSMO-SAC

coursera-ml-andrewng-notes

https://github.com/fengdu78/Coursera-ML-AndrewNg-Notes.git

coursera-ml-andrewng-notes-1

吴恩达老师的机器学习课程个人笔记

developer-roadmap

Roadmap to becoming a web developer in 2021

github

grokking_algorithms

Code for the book Grokking Algorithms (https://amzn.to/29rVyHf)

hello-world

yes

hybrid-iga-sa-knapsack

A hybrid genetic and simulated annealing algorithm in solving the knapsack 0-1 problem

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

mini_blockchain

迷你区块链python实现（mini blockchain in python）

mol-cycle-gan

Mol-CycleGAN - a generative model for molecular optimization

ohmyzsh

🙃 A delightful community-driven (with 1800+ contributors) framework for managing your zsh configuration. Includes 300+ optional plugins (rails, git, OSX, hub, docker, homebrew, node, php, python, etc), 140+ themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

python-blockchain-sim

Python仿真区块链，适合毕业设计项目或课题研究。汇智网提供

pytorch-from-zero-to-one

PyTorch从入门到精通

reinvent

Molecular De Novo design using Recurrent Neural Networks and Reinforcement Learning

rl_graph_generation