learning-sources Goto Github PK

amazon-sagemaker-developer-guide

The open source version of the Amazon SageMaker docs

azure-mol-samples

Supporting resources for "Learn Azure in a Month of Lunches" (Manning Publications)

cookbook-2nd

IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018

data-science-cheatsheet

data_science_tools_and_resources

datascience-statisticalinference-courses

datascienceinterviewquestionsclassifier

A classifier for Data Science interview questions

davitpy

The DaViT Python project

deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

gan-ad

We used generative adversarial networks (GANs) to do anomaly detection for time series data.

generative-adversarial-network-tutorial

Tutorial on creating your own GAN in Tensorflow

graph_datasets

A Repository of Benchmark Graph Datasets for Graph Classification (31 Graph Datasets In Total).

keras-idiomatic-programmer

Handbooks and Code Samples for Software Engineers wanting to learn the Keras Machine Learning framework

mad-gans

Applied generative adversarial networks (GANs) to do anomaly detection for time series data

minibook-2nd-code

Code of the IPython Minibook, 2nd edition (2015)

multi-human-parsing

🔥🔥Official Repository for Multi-Human-Parsing (MHP)🔥🔥

nlp_spark

Natural Language Processing with Spark's MLlib

pragmaticai

Pragmatic AI: An Introduction to Cloud-based Machine Learning

private-ai_miniprojects

Contains all the mini projects from the Secure & Private AI Challenge structured as by instruction file and solution

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

python-spark-tutorial

rgan

Recurrent (conditional) generative adversarial networks for generating real-valued time series data.

sagemaker-spark

A Spark library for Amazon SageMaker.

sawesome-ai-ml-dl

Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.

statistical-inference-for-everyone

Introductory Statistical Inference

tutorials

Ipython notebooks for math and finance tutorials