adasmooth

An optimizer that transitions from SGD to Adam via weighted average of calculated steps

adventures-with-ann

All the code for a series of Medium articles on Approximate Nearest Neighbors

anomaly-detection

Anomaly detection algorithm implementation in Python

auto_ts

autoviml

autoviz_pipeline

AutoViz pipeline example for Orchest.io

baseball

Baseball data analysis in Python

bios8366

Advanced Statistical Computing at Vanderbilt University's Department of Biostatistics

complete-life-cycle-of-a-data-science-project

Complete-Life-Cycle-of-a-Data-Science-Project

concentration_library

A python library for the computation of various concentration indices

coursera-ml-andrewng

use numpy, scipy, and tensorflow to implement these basic ML model and learning algorithm

cqs_machine_learning

2018 CQS Summer Institute course in machine learning

dat8

General Assembly's Data Science course in Washington, DC

data-science-hackathon-and-competition

Top 10 in MachineHack | Top 80 in AnalyticsVidya & Zindi | Hack AI

deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

deep_autoviml_pipeline

Quick tutorial on orchest.io that shows how to build multiple deep learning models on your data with a single line of code using the popular python library, Deep AutoViML.

ennui

An Elegant Neural Network User Interface to build drag-and-drop neural networks, train in the browser, visualize during training, and export to Python.

fx-trading-with-python-and-oanda

ganhacks

starter from "How to Train a GAN?" at NIPS2016

gcp-kfp-tutorial

imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

intro_stat_modeling_2017

Introduction to Statistical Modeling with Python (PyCon 2017)

islr-python

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

lending_club_analysis

Loan portfolio analysis on Lending Club's publicly available datasets

livestreamer

Command-line utility that extracts streams from various services and pipes them into a video player of choice.

logistic_regression_lab

orchest-examples

Awesome Orchest projects, both official and submitted by the community.

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pymc3_euss

Course in Probabilistic Programming in Python for the 2018 EU Summer School

pyoanda

Oanda’s API python wrapper. Robust and Fast API wrapper for your Forex bot Python library that wraps Oanda API. Built on top of requests, it’s easy to use and makes sense.