khaychuk Goto Github PK

amlinet

Automated Medical Lung Imaging Net

catdcgan

A DCGAN that generate Cat pictures 🐱‍💻

chatterbot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

chexnet-with-localization

Weakly Supervised Learning for Findings Detection in Medical Images

cs228-material

Teaching materials for the probabilistic graphical models and deep learning classes at Stanford

data-analysis

Data Science Using Python

deep-learning

django

dnn-speech-recognizer

Built a deep neural network that functions as part of an end-to-end automatic speech recognition (ASR) pipeline.

dog-breed-classifier

Convolutional Neural Network that recognizes dog breeds

ds_project_template

Data Science Project Template

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

islr-python

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

islr-python-labs

Python Labs for Introduction to Statistical Learning in R

khaychuk.github.io

Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.

matplotlib-tutorial

Matplotlib tutorial for beginner

medical-data

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

mlalgorithms

Minimal and clean examples of machine learning algorithms implementations

natural-language-processing

Resources for "Natural Language Processing" Coursera course.

page_template

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

practical-sql

Code and Data for the book "Practical SQL" by Anthony DeBarros, published by No Starch Press (2018).

probability

Probabilistic reasoning and statistical analysis in TensorFlow

projects

pycon-2016-tutorial-youtube

Machine Learning with Text in scikit-learn

python_algorithm

All Algorithms implemented in Python

research

scikit-learn

scikit-learn: machine learning in Python

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series