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linear_regression_demo

This is the code for "How to Make a Prediction - Intro to Deep Learning #1' by Siraj Raval on YouTube

linear_regression_live

This is the code for the "How to Do Linear Regression the Right Way" live session by Siraj Raval on Youtube

lstm_networks

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

machine_learning_examples

A collection of machine learning examples and tutorials.

makeyourownneuralnetwork

Code for the Make Your Own Neural Network book

ml_bazaar

Thursday OxCSML research group meetings at the Department of Statistics, University of Oxford.

mlapp

Solutions to exercises from Machine Learning: A Probabilistic Perspective by Kevin P. Murphy

mlapp-solutions

Solutions in Python for Kevin Murphy's Machine Learning: a Probabilistic Perspective

mlseminars-autoencoders

Jupyter notebook of my autoencoder presentation

mocogan

MoCoGAN: Decomposing Motion and Content for Video Generation

models

Models built with TensorFlow

models-1

Pretrained models for TFLearn and TensorFlow

ms_thesis

LaTeX files related to master thesis. Created for Master of Science in Computer Science program at University of Bonn. Topic "Solving localization problem in first person computer games with deep learning"

msi-keyboard

MSI Keyboard LED Controller

mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

neural-networks-demystified

Supporting code for short YouTube series Neural Networks Demystified.

neural-networks-in-keras

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

nips14-ssl

Code for reproducing results of NIPS 2014 paper "Semi-Supervised Learning with Deep Generative Models"

noc-s17-2-intelligence-learning

Syllabus for Part 2 of Nature of Code: "Intelligence and Learning" at ITP Spring 2017 Edit

notebooks

IPython Notebooks on various things

npfl114

Materials for the Deep Learning -- ÚFAL course NPFL114

num-analysis

Learning some Numerical Analysis

numerical-linear-algebra

This course contains the notebooks for the Numerical Linear Algebra elective in USF's MSAN program, summer 2017

orderbook-dynamics

Modeling high-frequency limit order book dynamics with support vector machines

osim-rl

Reinforcement learning environments with musculoskeletal models

paper

Latex version of my paper on Deep Learning at SoICT 2014

pg2dm-python

pokemon-generator

Practice Tensorflow by using pokemon