tifftliu

120-Data-Science-Interview-Questions

Answers to 120 commonly asked data science interview questions.

3DUnetCNN

Keras 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation

courses

fast.ai Courses

DenseNet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dsb2018_topcoders

DSB2018 [ods.ai] topcoders

Dynamic-Tensorflow-Tutorial

Tensorflow tutorial of building different dynamic recurrent neural network

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit

fairseq-py

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

faster_rcnn_pytorch

Faster RCNN with PyTorch

hdDeepLearningStudy

Code etc for Hacker Dojo Deep Learning Study Group

keras-frcnn

keras-resnet

Residual networks implementation using Keras-1.0 functional API

keras-retinanet

Keras implementation of RetinaNet object detection.

LintCode

Java Solutions to problems on LintCode/LeetCode

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mxnet-the-straight-dope

An interactive book on deep learning. Much easy, so MXNet. Wow.

practical-pytorch

PyTorch tutorials demonstrating modern techniques with readable code

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

Stack-RNN

This is the code used for the paper "Inferring algorithmic patterns with a stack augmented recurrent network", by Armand Joulin and Tomas Mikolov.

system-design-interview

System design interview for IT companies

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorflow-resnet

ResNet model in TensorFlow

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

tifftliu.github.io

tiffany's website

TopDeepLearning

A list of popular github projects related to deep learning

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

weightnorm

Example code for Weight Normalization, from "Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks"