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GitHub / TannerGilbert / Tutorials

Code for some of my articles

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/TannerGilbert%2FTutorials

Stars: 560
Forks: 635
Open Issues: 0

License: mit
Language: Jupyter Notebook
Repo Size: 80.2 MB
Dependencies: 94

Created: over 5 years ago
Updated: about 1 month ago
Last pushed: about 2 years ago
Last synced: about 1 month ago

Topics: data-visualization, deep-learning, machine-learning, python

Funding links: https://github.com/sponsors/TannerGilbert, https://patreon.com/gilberttanner

Files

Readme

Dependencies

Tensorflow Object Detection/requirements.txt pypi

Pillow ==8.1.1
imutils ==0.5.2
numpy ==1.16.4
object_detection ==0.0.3
opencv_python ==4.2.0.32
pandas ==0.25.1
tensorflow_gpu ==1.15.4
utils ==0.9.0

Introduction to Machine Learning in C# with ML.NET/CreditCardFraudDetection/CreditCardFraudDetection/CreditCardFraudDetection.csproj nuget

Microsoft.ML 1.3.1
Microsoft.ML.LightGbm 1.3.1

A guide to Ensemble Learning/requirements.txt pypi

numpy ==1.16.4
scikit_learn ==0.21.3

Deploying your ML Model/requirements.txt pypi

Flask ==1.1.1
ludwig ==0.3
pandas ==0.25.1
requests ==2.22.0

Discord Sentiment Analysis Bot/requirements.txt pypi

discord ==1.0.1
discord.py ==1.2.3
googletrans ==2.4.0
vaderSentiment ==3.2.1

Keras-Tutorials/requirements.txt pypi

Keras ==2.2.4
Pillow ==8.1.1
matplotlib ==3.1.1
numpy ==1.16.4
pandas ==0.25.1
scipy ==1.2.1

Streamlit/Deploy-Application-with-Heroku/requirements.txt pypi

matplotlib ==3.3.2
numpy ==1.18.5
pandas ==1.2.3
scikit_learn ==0.24.1
seaborn ==0.11.0
streamlit ==0.79.0

Streamlit/Examples/Stock-Price-Dashboard/requirements.txt pypi

chart_studio ==1.1.0
numpy ==1.18.5
pandas ==1.2.3
plotly ==4.14.3
streamlit ==0.79.0

Introduction to Machine Learning in C# with ML.NET/CreditCardFraudDetection/CreditCardFraudDetection/obj/project.assets.json nuget

LightGBM 2.2.3
Microsoft.CSharp 4.3.0
Microsoft.ML 1.3.1
Microsoft.ML.CpuMath 1.3.1
Microsoft.ML.DataView 1.3.1
Microsoft.ML.FastTree 1.3.1
Microsoft.ML.LightGbm 1.3.1
Microsoft.NETCore.App 2.2.0
Microsoft.NETCore.DotNetAppHost 2.2.0
Microsoft.NETCore.DotNetHostPolicy 2.2.0
Microsoft.NETCore.DotNetHostResolver 2.2.0
Microsoft.NETCore.Platforms 2.2.0
Microsoft.NETCore.Targets 2.0.0
NETStandard.Library 2.0.3
Newtonsoft.Json 10.0.3
System.CodeDom 4.4.0
System.Collections 4.3.0
System.Collections.Immutable 1.5.0
System.Collections.NonGeneric 4.3.0
System.Collections.Specialized 4.3.0
System.ComponentModel 4.3.0
System.ComponentModel.Primitives 4.3.0
System.ComponentModel.TypeConverter 4.3.0
System.Diagnostics.Debug 4.3.0
System.Dynamic.Runtime 4.3.0
System.Globalization 4.3.0
System.Globalization.Extensions 4.3.0
System.IO 4.3.0
System.IO.FileSystem 4.3.0
System.IO.FileSystem.Primitives 4.3.0
System.Linq 4.3.0
System.Linq.Expressions 4.3.0
System.Memory 4.5.1
System.ObjectModel 4.3.0
System.Reflection 4.3.0
System.Reflection.Emit 4.3.0
System.Reflection.Emit.ILGeneration 4.3.0
System.Reflection.Emit.Lightweight 4.3.0
System.Reflection.Extensions 4.3.0
System.Reflection.Primitives 4.3.0
System.Reflection.TypeExtensions 4.3.0
System.Resources.ResourceManager 4.3.0
System.Runtime 4.3.0
System.Runtime.Extensions 4.3.0
System.Runtime.Handles 4.3.0
System.Runtime.InteropServices 4.3.0
System.Runtime.Serialization.Formatters 4.3.0
System.Runtime.Serialization.Primitives 4.3.0
System.Text.Encoding 4.3.0
System.Text.Encoding.Extensions 4.3.0
System.Text.RegularExpressions 4.3.0
System.Threading 4.3.0
System.Threading.Tasks 4.3.0
System.Threading.Tasks.Dataflow 4.8.0
System.Threading.Tasks.Extensions 4.3.0
System.Xml.ReaderWriter 4.3.0
System.Xml.XmlDocument 4.3.0