arkagogoldey Goto Github PK

algorithms-explanation

All Algorithms explained in simple English Language with example and links to their implementation in various programming languages and other required resources.

audio_classification

cloud_coverage_image_analysis

Compute the Cloud Coverage Index of an image using a segmentation approach based on color ratios.

data-science--cheat-sheet

Cheat Sheets

datacamp-community-tutorials

Tutorials for DataCamp (www.datacamp.com)

dbda-python

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deepfacelab

DeepFaceLab is a tool that utilizes machine learning to replace faces in videos. Includes prebuilt ready to work standalone Windows 7,8,10 binary (look readme.md).

django-peeringdb

Django PeeringDB models

early-estimation-of-protest-time-spans-using-nlp-topic-modeling

Protests and agitations have long used as means for showing dissident towards social, political and economic issues in civil societies. In recent years we have witnessed a large number of protests across various geographies. Not to be left behind by similar trends in the rest of the world, South Africa, in recent years have witnessed a large number of protests. This paper uses the English text description of the protests to predict their time spans/durations. The descriptions consist of multiple causes of the protests, courses of actions etc. Next we used unsupervised (topic modeling) and supervised learning (decision trees) to predict the duration of protests. The results are very promising and close to 90% of accuracy in early predicting of the duration of protests.

finance_r_files

Main Folder for R Files

gcp-cloud-engineer

Lab files for A Cloud Guru's Google Certified Associate Cloud Engineer course -- ACG GCP ACE

gibbonr-package

An R package for the detection and classification of acoustic signals using machine learning

gooey

Turn (almost) any Python command line program into a full GUI application with one line

gooeyexamples

Example programs to Demonstrate Gooey's functionality

islr-python

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

jupyter

medium_notebook

Repository containing notebooks of my posts on Medium

mlgrouppractice

Machine Learning Project for group pratice

nlp

Natural Language Processing Best Practices & Examples

peeringdb-py

PeeringDB python client

python

All Algorithms implemented in Python

r

scala

All Algorithms implemented in Scala

speech-keras

Code for the blog post "Simple Audio Classification with Keras"

spoken-command-recognition

A large, free audio sample database (10M words pronounced), a test bed for voice activity detection algorithms and for single-syllable word recognition

stylegan

StyleGAN - Official TensorFlow Implementation

tensorflow

An Open Source Machine Learning Framework for Everyone

time_series_notebooks

My Experiments with Time Series

uiautomation_vba

A VBA Class for Excel that implements helper functions for Microsoft's UI Automation Framework