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ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2020

ai_curriculum

Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.

alae

[CVPR2020] Adversarial Latent Autoencoders

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

anisotropy_matrix

Anysotropy Matrix SOP node (multithreaded). SideFX® Houdini® Plugin

art-dcgan

Modified implementation of DCGAN focused on generative art.

awesome-ml-courses

Awesome free machine learning and AI courses with video lectures.

david-silver-reinforcement-learning

Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

dcgan.torch

A torch implementation of http://arxiv.org/abs/1511.06434

deep-learning-a-visual-approach

All of the figures and notebooks for my deep learning book, for free!

deep-learning-machine-learning-stock

Stock for Deep Learning and Machine Learning

deep-painterly-harmonization

Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189

deep-reinforcement-learning-for-automated-stock-trading-ensemble-strategy-icaif-2020

Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020.

deepmimic

Motion imitation with deep reinforcement learning.

discreteelasticrods

hair simulation tool

first-order-model

This repository contains the source code for the paper First Order Motion Model for Image Animation

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

genetic-drawing

A genetic algorithm toy project for drawing

hair

image-super-resolution

Keras implementation of the Residual Dense Network for super scaling images.

libtorch-yolov5

A LibTorch inference implementation of the yolov5

machine-learning-cheat-sheet

Classical equations and diagrams in machine learning

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 linear regression to deep learning.

mona_lisa_eyes

A machine learning project. Turn on your webcam. Mona Lisa's eyes will follow you around.

mpm-2d

A 2D implementation of the Material Point Method and supporting code.

nerf

Code release for NeRF (Neural Radiance Fields)

pbrs

Physically-Based Rendering for Indoor Scene Understanding Using Convolutional Neural Networks

physics-based-deep-learning

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

pix2pix-tensorflow

TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

pix2vox

Implementation of "Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images" (Xie et al., ICCV 2019)