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100 Days of ML Coding
Image Captcha Solving Using TensorFlow and CNN Model,with self-labeling image Dataset crawled from a website,free to download my Dataset for self-learning. accuracy 95%+
Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow
Message Passing Neural Networks for Molecule Property Prediction
吴恩达老师的机器学习课程个人笔记
An efficient curriculum learning-based strategy for molecular graph learning
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。
Molecular optimization by capturing chemist’s intuition using the Seq2Seq with attention and the Transformer
Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
Python package for graph neural networks in chemistry and biology
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
FraGAT: a fragment-oriented multi-scale graph attention model for molecular property prediction
GCN 入门学习教程
Implementation of Retrosynthesis Prediction with Conditional Graph Logic Network
李宏毅2021春季机器学习课程课件及作业
Novel molecules from a reference shape!
Code for "Lipophilicity Prediction with Multitask Learning and Molecular Substructures Representation" paper. Machine Learning for Molecules Workshop @ NeurIPS 2020
A high-quality hand-curated logD7.4 dataset of 1,130 compounds
The code of a graph neural network (GNN) for molecules, which is based on learning representations of r-radius subgraphs (i.e., fingerprints) in molecules.
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕课网上的课程《Python3 入门机器学习》示例代码。课程的更多更新内容及辅助练习也将逐步添加进这个代码仓。
pytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
Pytorch Geometric Tutorials
rdkit总结与实践
Challenge details, inputs, and results for the SAMPL7 series of challenges
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.