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Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
High-performance moving least squares material point method (MLS-MPM) solver. (ACM Transactions on Graphics, SIGGRAPH 2018)
Modeling of edge states in trilayer graphene nanoribbons
Donation analysis for Insight Data Engineer Project
Codes for transport calculation in tetralayer graphene
Matlab codes I ever used for resistivity calculation of twisted MoS2
SketchTML: Generating Clickable HTML Prototypes from Hand Drawings
Models and examples built with TensorFlow
Handwriting Synthesis with RNNs ✏️
Reinforcement learning for natural language processing reading group
A toolkit for developing and comparing reinforcement learning algorithms.
Jupyter kernel for the C++ programming language
Tutorials and training material for the H2O Machine Learning Platform
Python Materials Genomics (pymatgen) is a robust materials analysis code that defines classes for structures and molecules with support for many electronic structure codes. It powers the Materials …
Python Machine Learning Algorithms
Plain python implementations of basic machine learning algorithms
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
Minimal and clean examples of machine learning algorithms implementations
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
Latex code for making neural networks diagrams
A tool that automatically formats Python code to conform to the PEP 8 style guide.
🔥 Pyflame: A Ptracing Profiler For Python. This project is deprecated and not maintained.