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artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - originally created by Donne Martin and will be expanded in areas of AI/Deep Learning / Machine Vision and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until atleast 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In pytorch Learing Neural Networks likes CNN、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM

deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

deeplearningbook-chinese

Deep Learning Book Chinese Translation

design-blocks

A set of 170+ Bootstrap based design blocks ready to be used to create clean modern websites.

django-chartit

A Django app to plot charts and pivot charts directly from the models. Uses HighCharts and jQuery JavaScript libraries to render the charts on the webpage.

dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

elf

ELF: a platform for game research

face_recognition

The world's simplest facial recognition api for Python and the command line

faceswap

Deepfakes Software For All

home-assistant

:house_with_garden: Open-source home automation platform running on Python 3

hsse

试气台帐管理

job_doc

ken

K

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

keras-rl

Deep Reinforcement Learning for Keras.

lin-kernighan

Lin-Kernighan heuristic generates a sample video at the end

mugo

Replicating AlphaGo's architecture in a readable manner

oh-my-zsh

A delightful community-driven (with 1,200+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

oidn

Intel(R) Open Image Denoise library

or-tools

Google's Operations Research tools

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pyomo

The main repository for the Pyomo optimization modeling software.

python

All Algorithms implemented in Python

python_start

pythonvscode

Cross platform editing, debugging, linting, testing (and more) Python (2.7 to 3.6) code (including Jupyter support) using Visual Studio Code

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-generative-model-collections

Collection of generative models in Pytorch version.

pytorchzerotoall

Simple PyTorch Tutorials Zero to ALL!