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hodlr

A fast and accurate direct solver for dense linear systems

hpc-python

Python in High Performance Computing

hpcintro

HPC introductory course 02614 @ DTU.dk

hpelm

High performance implementation of Extreme Learning Machines (fast randomized neural networks).

ia-maths-jupyter

induced-distributions

Computation of induced orthogonal polynomial distributions

intro-numerical-methods

Jupyter notebooks and other materials developed for the Columbia course APMA 4300

intro-to-computing-mathsys

Introduction to Computing 2019

intro-to-dl

Introduction to deep learning

intro-to-dl-1

Resources for "Introduction to Deep Learning" course.

intro-to-ml

Exercises for Practical Machine Learning course

intro_stat_modeling_2017

Introduction to Statistical Modeling with Python (PyCon 2017)

introduction-machine-learning

Getting proficient with the statistics of machine learning. Basic knowledge of essential learning algorithms.

introduction-to-conda-for-data-scientists

Lesson materials for a course on Conda for (Data) Scientists

introduction-to-deep-learning-and-neural-networks-course

Code snippets and solutions for the Introduction to Deep Learning and Neural Networks Course hosted in educative.io

introduction-to-numerical-analysis

Course P1.4 of Master HPC

introduction-to-pdc

introduction-to-python-for-data-sciences

Course of Introduction to Python for Data Sciences; proposed in Master 2 SSD at Univ. Grenoble Alpes

introscientificmachinelearning

Short intro to scientific machine learning using physics informed neuronal networks. I used PyTorch as a framework.

introtodeeplearning_labs

Lab Materials for MIT 6.S191: Introduction to Deep Learning

ioa-julia-tutorials

An introductory Julia tutorial for the Institute of Astronomy, University of Cambridge

ipils2019

Mastermath course Inverse Problems in Imaging 2019

islr-python

Notes and implementations in Python for ISLR.

islr-python-1

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jpor_codes

Codes for the book "Julia Programming for Operations Research"

julia-100-exercises

julia version of 100 numpy exercises

julia-intro

julia-introduction

Introduction to Julia

julia-tutorial

A Julia tutorial for people already familiar with technical computing (in applied mathematics)