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aifh

Artificial Intelligence for Humans

applied-dl

A collection of materials for a new course being taught in Spring 2019.

bcs-lstm

coursera-mathematics-for-ml

Code of the solutions of the Mathematics for Machine Learning course taught in Coursera.

coursera_reinforcement_learning

Coursera Reinforcement Learning Specialization by University of Alberta & Alberta Machine Intelligence Institute

d2l-en

Dive into Deep Learning: an interactive deep learning book with code, math, and discussions

dask-tutorial-scipy-2018

Materials for "Parallelizing Scientific Python with Dask"

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

dlaicourse

Notebooks for learning deep learning

fastai

The fastai deep learning library, plus lessons and tutorials

gnnpapers

Must-read papers on graph neural networks (GNN)

gtc2018-numba

Numba tutorial for GTC 2018

intro-to-dl

Resources for "Introduction to Deep Learning" course.

introtodatascience

GitHub Repository to accompany my YouTube series of videos on Introductory Data Science using R.

jh-kaggle-util

Jeff Heaton's Kaggle Utilities

learn-cpp-beginner-to-advanced

lstm-attention

Attention-based bidirectional LSTM for Classification Task (ICASSP 2018)

lstm_networks

This is the code for "LSTM Networks - The Math of Intelligence (Week 8)" By Siraj Raval on Youtube

nlp-demystified

Code and data for Natural Language Processing Demystified

numba

NumPy aware dynamic Python compiler using LLVM

numba_tutorial_scipy2016

Numba tutorial materials for Scipy 2016

numerical-linear-algebra

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

numpy-tutorial-scipyconf-2018

SciPy 2018 NumPy tutorial

pandas-tutorial-scipyconf-2018

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

recurrent_neural_network

This is the code for "Recurrent Neural Networks - The Math of Intelligence (Week 5)" By Siraj Raval on Youtube

rl-coursera

Implementations of Coursera Reinforcement Learning Specialization

scipy-2017-sklearn

Scipy 2017 scikit-learn tutorial by Alex Gramfort and Andreas Mueller

scipy-2018-intro-to-python

Introduction to Python tutorial at SciPy 2018