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Fastbook ⭐ 19,737

The fastai book, published as Jupyter Notebooks

Zero To Mastery Ml ⭐ 2,307

All course materials for the Zero to Mastery Machine Learning and Data Science course.

Ml Course ⭐ 1,936

Open Machine Learning course

H2o Tutorials ⭐ 1,403

Tutorials and training material for the H2O Machine Learning Platform

Python Deepdive ⭐ 1,298

Python Deep Dive Course - Accompanying Materials

Teaching Material ⭐ 1,027

Teaching materials for the machine learning and deep learning classes at Stanford and Cornell

Deeplearning.ai ⭐ 617

deeplearning.ai , By Andrew Ng, All video link

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

Cursos Python ⭐ 404

Cursos completos de IA dictados por Humai

Python for Materials Machine Learning, Materials Descriptors, Machine Learning Force Fields, Deep Learning, etc.

02456 Deep Learning With Pytorch ⭐ 262

Exercises and supplementary material for the deep learning course 02456 using PyTorch.

Deep and Machine Learning for Microscopy

Aws Ai Ml Workshop Kr ⭐ 147

A collection of localized (Korean) AWS AI/ML workshop materials for hands-on labs.

ChemML is a machine learning and informatics program suite for the chemical and materials sciences.

Data Science Learning Material ⭐ 139

These are Github repositories for all data science material I feel important. I would update it daily.

Intro To Deep Learning ⭐ 120

A collection of materials to help you learn about deep learning

Ai Learning Roadmap ⭐ 106

List of all AI related learning materials and practical tools to get started with AI apps

Course Material for the machine learning in financial context bootcamp

Ai Reading Materials ⭐ 77

Some of the ML and DL related reading materials, research papers that I've read

Crystal Graph Neural Networks

Bert_experimental ⭐ 74

code and supplementary materials for a series of Medium articles about the BERT model

Deep_learning_bootcamp ⭐ 67

All the learning material for deep learning bootcamp can be found in this repository

ML4Chem: Machine Learning for Chemistry and Materials

MatDGL is a neural network package that allows researchers to train custom models for crystal modeling tasks. It aims to accelerate the research and application of material science.

Deep Learning the Chemistry of Materials From Only Elemental Composition for Enhancing Materials Property Prediction

Rlss 2019 ⭐ 51

Reinforcement Learning Summer School 2019: Bandits, RL & Deep RL (PyTorch).

Deep Learning ⭐ 49

Nndl Materials ⭐ 46

邱锡鹏老师《神经网络与深度学习》一书参考视频及补充材料

Cvpr2019 ⭐ 40

Workshop materials for OpenCV day at CVPR 2019 conference

Aialgorithmsandapplications ⭐ 39

Course Material: AI Algorithms and Applications with Python I + II

Smiles X ⭐ 38

Autonomous characterization of molecular compounds from small datasets without descriptors

i-Melt is a machine learning model of the properties of aluminosilicate melts and glasses

Deep Learning For Indentation ⭐ 33

Extraction of mechanical properties of materials through deep learning from instrumented indentation

Nlp_pycon ⭐ 31

Material for PyCon 2019 NLP Tutorial

2018 Cycle 2 ⭐ 29

Contents covered in sessions of AI Saturdays (cycle 2) as well as relevant material for further study.

Surfacenet ⭐ 28

The official PyTorch implementation for paper "SurfaceNet: Adversarial SVBRDF Estimation from a Single Image"

Dlai S2 2020 ⭐ 26

Teaching material for the course of Deep Learning and Applied AI, 2nd semester 2020, Sapienza University of Rome

Deep Learning Lecture 2020 2021 First Term ⭐ 25

Skylab Deep Learning Lecture Notes | 2020-2021 First Term.

Cdtm Deep Learning Drones ⭐ 24

Course Material for CDTM Deep Learning Drones Course

Conf_tensorflow_training_day2 ⭐ 24

TensorFlow training at RStudio::conf(2019)

Machine Learning For Dummies ⭐ 22

Series of talks/workshops aimed at guiding newcomers through Python basics, Data Analysis and Machine Learning.

Deep Learning Course ⭐ 20

Course material for introduction to deep learning in TensorFlow

Applied Deep Learning ⭐ 20

Source Code for 'Applied Deep Learning' by Umberto Michelucci

Pytorch Material Classification ⭐ 19

Material Classification with Convolutional Networks in PyTorch

Awesome Data Science Materials ⭐ 15

Summary of some data science materials

Seq2seq Workshop ⭐ 15

Seq2Seq workshop materials

Deeplearning Lectures ⭐ 14

Here is the material for a course of two-weeks I will be giving in a Master of Data Science and AI

Course Deep Learning ⭐ 13

Course Material for HSG 10,860,1.00 - Introduction to Applied Deep Learning with TensorFlow

Fcis Machine Learning 2017 ⭐ 12

This repository contains all the materials of the Machine Learning course that is held in Faculty of Computers and Information Sciences - Ain Shams University. Provided by acmASCIS Student Chapter.

Ell 881 2018 Deep Learning ⭐ 12

Course Materials for ELL 881 2018: Fundamentals of Deep Learning

Intro_to_dl_tutorial ⭐ 11

Material for introduction to Deep Learning Tutorials, Summer '20, '21

Deep Learning Nanodegree ⭐ 11

Course projects and related materials

Numdl Matlab ⭐ 10

MATLAB code for Numerical Methods for Deep Learning class

Machine Learning Lecture Notes ⭐ 9

Lecture notes and codes for machine learning

Deep Reflectance Code ⭐ 9

Deep Reflectance Codes (DRC): A Hashing Approach for Material Retrieval

Multi Image Deepnet Svbrdf Acquisition ⭐ 9

Flexible SVBRDF Capture with a Multi-Image Deep Network

Deeplearningwithactuarialapplications ⭐ 9

Material for the 2-day block course "Deep Learning with Actuarial Applications in R"

Deeplearningcourse ⭐ 9

Materials for the course

Deep_learning_course ⭐ 8

Materials for deep learning course created by fast.ai

Lecture_datagiri_deeplearning_tensorflow_feb25_2017 ⭐ 8

Code, Slides and other material for the talk on Deep Learning using TensorFlow at Datagiri meetup (Feb, 2017)

Training Intelligent Game Agents With Deep Reinforcement Learning ⭐ 7

Material for PyData London 2019 talk

Deep Learning Foundation ⭐ 7

Course materials for Deep Learning Foundation by Sebratec Academy

Mfo_dl_seminar_2018 ⭐ 6

Materials for the practical session and from the lectures of the Oberwolfach Seminar: Mathematics of Deep Learning

Deep Learning Foundations Meetup ⭐ 6

Meetup on deeplearning course part 2

Deep Learning For Professionals ⭐ 6

For the Galvanize Deep Learning Evening Course 9/18

Simplydeep ⭐ 5

A simple introduction to deep learning

Pythonday Mexico 2017 ⭐ 5

Repo with all content concentrate about PythonDay Mexico. Here you could find the slides and other material presented at this event.

Nanomaterial_deeplearning ⭐ 5

Semantic neural network to realize pixel-wise classification of 2D nano-material using Matlab

Inkers Assignment Solutions ⭐ 5

This repository contains the materials and solutions to inkers External Internship Program

Math_deep_learning_summer_school19 ⭐ 5

This repository contains material of the BMS Summer School Mathematics of Deep Learning

Notebooks and course material for fall 2015 class on deep learning

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