lunyang Goto Github PK
Name: lunyang
Type: User
Bio: Material informatics, Machine Learning, Deep Learning, PhD, CAS
Location: China
Name: lunyang
Type: User
Bio: Material informatics, Machine Learning, Deep Learning, PhD, CAS
Location: China
This is a comprehensive ML techniques with python: Define the Problem- Specify Inputs & Outputs- Data Collection- Exploratory data analysis -Data Preprocessing- Model Design- Training- Evaluation
Mathematical derivation and pure Python code implementation of machine learning algorithms.
Notes, examples, and Python demos for the textbook "Machine Learning Refined" (published by Cambridge University Press).
Meditron is a suite of open-source medical Large Language Models (LLMs).
机器学习算法及python代码实现
Create machine learning application with streamlit
Graph neural network (GNN) for molecular property prediction (3D structure)
The graph-convolutional neural network for pka prediction
Multi-Objective Molecule Generation using Interpretable Substructures (ICML 2020)
Reimplementation of Segler et al's Template Relevance Network (NeuralSym) in their seminal Nature publication
Machine learning, in numpy
Modeling, training, eval, and inference code for OLMo
PDF GPT allows you to chat with the contents of your PDF file by using GPT capabilities. The most effective open source solution to turn your pdf files in a chatbot!
polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informatics
BOnd TArgeting Network for predicting slow relaxation in molecular dynamics
Python interface to Library Genesis. DEAD/UNMAINTAINED.
A SMILES-based encoder-decoder architecture for molecular scaffold decoration
Documentation for Crossref's REST API. Issues moved to https://gitlab.com/crossref/issues
RetroExplainer: A chemical knowledge and deep-leaning guided molecular assembly approach for retrosynthesis prediction with quantitative interpretability
RXNMapper: Unsupervised attention-guided atom-mapping. Code complementing our Science Advances publication on "Extraction of organic chemistry grammar from unsupervised learning of chemical reactions" (https://advances.sciencemag.org/content/7/15/eabe4166).
Spectroscopy with Deep Learning
Example Streamlit app that you can fork to test out share.streamlit.io
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
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.