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Deeplearningproject ⭐ 4,043

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

Single Cell Tutorial ⭐ 961

Single cell current best practices tutorial case study for the paper:Luecken and Theis, "Current best practices in single-cell RNA-seq analysis: a tutorial"

Tutorials ⭐ 232

Kipoi's model zoo API

Pycon 2017 Eda Tutorial ⭐ 168

Resources for the PyCon 2017 tutorial, "Exploratory data analysis in python"

Scipy2015 Blaze Bokeh ⭐ 147

Building Python Data Applications with Blaze and Bokeh Tutorial, SciPy 2015

Pydy Tutorial Human Standing ⭐ 118

PyDy tutorial materials for MASB 2014, PYCON 2014, and SciPy 2014/2015.

Qub_dw_highperformancepython ⭐ 76

Code and more for the QUB Development Weeks event 'High Performance Python'

Scipy2018 Jupyterlab Tutorial ⭐ 71

Tutorial material and instruction for scipy 2018 jupyterlab tutorial

Ismir2020 Metric Learning ⭐ 71

ISMIR 2020 Tutorial for Metric Learning in MIR

Jupyterhub Pydata 2016 ⭐ 59

Python Packaging Tutorial ⭐ 57

Tutorial on python packaging

Connected Nx Tutorial ⭐ 55

Repository for code and notebooks for the a NetworkX Tutorial

Tensorflow For Beginners ⭐ 54

Introduction to deep learning with Tensorflow.

Jupytercon2017 Holoviews Tutorial ⭐ 50

HoloViews+Bokeh tutorial for JupyterCon 2017

Udacity Natural Language Processing Nanodegree ⭐ 50

Tutorials and my solutions to the Udacity NLP Nanodegree

Pydata Chi H2t ⭐ 48

Materials for the pandas tutorial at PyData Chicago 2016

Qgis Tutorials ⭐ 44

Source files for sphinx-based website

Scipy2019 Jupyterlab Tutorial ⭐ 43

Scipy 2019 JupyterLab tutorial

Scipy 2017 Codegen Tutorial ⭐ 36

SymPy code generation tutorial at SciPy 2017

Rnn Tutorial ⭐ 33

Recurrent Neural Networks - A Short TensorFlow Tutorial

Pyemma_tutorials ⭐ 29

How to analyze molecular dynamics data with PyEMMA

Ep2015 Ml Tutorial ⭐ 29

Beginner's Guide to Machine Learning Competitions, EuroPython 2015, Tutorial

Deeplearningcytof ⭐ 27

Pycon2015 Kaggle Tutorial ⭐ 27

Geo_image_processing_tutorial ⭐ 25

Transform 2020 Geologic Image Processing Tutorial

Cs236781 Tutorials ⭐ 24

Deep Learning course tutorials

Ml_api_covid ⭐ 21

This is the API Code for my tutorial article. It paints a picture for developing a machine learning Python API from start to finish and provides help in more difficult areas like the setup with AWS Lambda.

Jupytercon Jupyterlab Tutorial ⭐ 19

JupyterCon 2018 JupyterLab tutorial

Scipy 2018 Software Eng Techniques ⭐ 18

Software Engineering Techniques Tutorial at SciPy 2018

Transform 2020 Simpeg ⭐ 17

notebooks for the Transform 2020 tutorial on Simulations and inversions with SimPEG

Reusable Python ⭐ 16

A tutorial on organizing python code into reusable units, building packages, and using conda.

Euroscipy Sympy Tutorial ⭐ 16

Materials for EuroSciPy 2017 SymPy tutorial

Pandas_tutorial ⭐ 15

Pandas Tutorial for Pydata Meetup Jan 31

Pytorch Nlp Tutorial ⭐ 15

A batch-wise NLP tutorial with Pytorch

Tensorflow Tutorial ⭐ 15

Transform2020 ⭐ 13

Material for the Verde tutorial at Transform 2020

Hands On Ml ⭐ 13

Hands-on tutorial of machine learning in Python

Bio Tutorial ⭐ 12

BioPython/scikit-bio tutorial for EuroSciPy 2018

R10e Ds Py ⭐ 12

Reproducible Data Science in Python (SciPy 2019 Tutorial)

Transform2020 Getting Started Python ⭐ 11

Getting started with python tutorial repo for Transform2020

Cybersecurity_datascience ⭐ 11

This project documents how to analyze cybersecurity data with machine learning tools and techniques in python. The tutorials run in Jupyter Notebooks and depend on the environment described in the environment.yml file.

Pyladies Bayesian Tutorial ⭐ 10

Material for the PyLadies Bayesian Tutorial, Feb 11, 2020

Simatic Ai Launcher ⭐ 10

Get started with the toolbox of SIMATIC Artificial Intelligence Launcher.

2019 07 29 Dpf Python ⭐ 10

Tutorials for the IRIS-HEP tutorial at APS DPF, July 29, 2019.

Snorkel Extraction ⭐ 10

A previous version of Snorkel focused on information extraction

Abitutorials ⭐ 10

Abinit tutorials based on AbiPy

Icerm_workshop ⭐ 9

Notebooks for the ICERM workshop tutorials on surrogate models.

Statistical and visual tools for gathering metrics and comparing Earth System Model data files. A common use case is comparing data that has been lossily compressed with the original data.

A QIIME 2 implementation of SMURF

Step_by_step_pytorch_tutorials ⭐ 8

Tutorials ⭐ 8

Pyomeca tutorials and teaching materials

Pydata_berlin_sacred ⭐ 7

Lightning Talk about sacred at PyData Berlin

Experimental Repo for some stark experiments

Dl_tutorial_rs ⭐ 7

Introduction to convolutional neural networks (CNNs) with a remote sensing example.

Intro_deep_learning_tensorflow_tutorial ⭐ 6

Introductory deep learning tutorial with Tensorflow

Tutorial_dl_for_genomics ⭐ 6

A short tutorial to using DL and keras for genomics with sequence data.

Xskillscore Tutorial ⭐ 6

Pydata Nlp ⭐ 5

Language Modeling Repository for Tutorial Day at PyData NYC 2019

Mess_2019 ⭐ 5

Tutorials for MESS 2019

Este repositorio debe ser el punto de partida y encuentro para cualquier investigador o estudiante que quiera comenzar a trabajar con/en la UIBCDF. Si has caído aquí por otro motivo y este material te es útil, eres más que bienvenido a usarlo e interaccionar con nosotros.

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