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awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

categorical-encoding

A library of sklearn compatible categorical variable encoders

cs231n.github.io

Public facing notes page

data-science-from-scratch

code for Data Science From Scratch book

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

interview_problems

Example coding interview problems found through online resources, Cracking the Code book, mentors and colleagues. An additional robust resource for example interview questions and solutions is at https://github.com/mmihaljevic/algortihms_challenges.

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

lstm-human-activity-recognition

Human activity recognition using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six categories (WALKING, WALKING_UPSTAIRS, WALKING_DOWNSTAIRS, SITTING, STANDING, LAYING).

neural-networks

brief introduction to Python for neural networks

numerical-linear-algebra

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

optimization_in_python

Tutorial on "Modern Optimization Methods in Python"

pyconuk-introtutorial

practical introduction to pandas and scikit-learn via Kaggle problems

pyviz

Experiments with Visualization Libraries 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.

resoures

Contains resources for various topics related to programming and Data Science

scikit-learn-book

Source code for the "Learning scikit-learn: Machine Learning in Python"

styleiq

timeseriesanalysiswithpython

Time Series Analysis with Python

timeseriesanalysiswithpython-1

word-embeddings-workshop

This contains materials for the word embeddings talk at the Demystifying AI Conference