The repo of Street View Image, Pose, and 3D Cities Dataset. Used in "Generic 3D Representation via Pose Estimation and Matching", ECCV16

Handout for the tutorial "Creating publication-quality figures with matplotlib"

Using cifar-10 datasets to learn deep learning.

An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.

Class notes for CS 131.

Models built with TensorFlow

An in-depth look at how to approach image classification for your own dataset. A meaning experiment goes far beyond just training the network!

A seq2seq model that can generate summaries from fine food reviews on Amazon.

Mask RCNN in TensorFlow

Seq2Seq based deep learning for translating from English to French

Face recognition with deep neural networks.

Bare bones Python implementations of Machine Learning models and algorithms. Aims to cover everything from Data Mining techniques to Deep Learning.

Video Processing in Python

Dynamic seq2seq in TensorFlow, step by step

Algorithms for improving lung cancer detection

Raspberry Pi based robot car which is capable of autonomous driving using Deep Neural network.

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

Tensorflow Implementation for "Noisy network for exploration"

Patterns and behaviors for GPU computing

Build a Jekyll blog in minutes, without touching the command line.

List of resources for learning Python

Cracking the Coding Interview 6th Ed. Python Solutions

Dense image captioning in Torch

Presenting Low-shot Visual Recognition by Shrinking and Hallucinating Features

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

This is a collection of tutorials for learning how to use Docker with various tools. Contributions welcome.

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

Assignments for CS41

Repo for the Deep Learning Nanodegree Foundations program.