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handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

images

india_a_spatial_analysis

india_spatial_analysis

kagglesolutions

Kaggle Competition Past Solutions

kmap

Knowledge map visualization library

learn-python

📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.

learn-python3

Jupyter notebooks for teaching/learning Python 3

lectures

Oxford Deep NLP 2017 course

machine-learning-systems-design

A booklet on machine learning systems design with exercises

machinelearning_assignment

machinelearning_project

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

mirtcat

Computerized Adaptive Testing with Multidimensional Item Response Theory

models

Models and examples built with TensorFlow

murder-cases-in-india---2016

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

photo

pja

power

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pybkt

Python implementation of Bayesian Knowledge Tracing and extensions

pybkt-examples

python

All Algorithms implemented in Python

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

repdata_peerassessment1

Peer Assessment 1 for Reproducible Research

shiny-server

sl

prototype for Adaptive learning

slidifydemo

slopecharts

slopegraph in R