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2018fall_275

Mathematical Introduction to Electronic Structure Theory

awesome-scientific-computing

:sunglasses: Curated list of awesome software for numerical analysis

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

jupyterlab-system-monitor

JupyterLab extension to display system metrics

kipack

Pykinetic is a Python-based solver for kinetic equations that includes the algorithms of fast spectral method.

machine-learning-systems-design

A booklet on machine learning systems design with exercises

mathsdl-spring19

Mathematics of Deep Learning, Courant Insititute, Spring 19

modern-cpp-tutorial

📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly

multistepnns

Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems

pargemslr

The parGeMSLR is an MPI-based sparse linear system solution/preconditioning package implementation with C++.

prmlt

Matlab code of machine learning algorithms in book PRML

reflection_summary

算法理论基础知识应知应会

riemann_book

An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks. Work in progress.

scientific-computing-cpp

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tensorflow-handbook

简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程