yaozhang-cs Goto Github PK

bhtsne

Barnes-Hut t-SNE

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

coding-challenge-tools

Uber's tools team coding challenge

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cracking-the-coding-interview-1

Cracking The Coding Interview

datasketches.github.io

Website for DataSketches.

deepdist

Distributed Deep Learning on Spark

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

egads

Extendible Generic Anomaly Detection System

examples

A SimRank algorithm implementation using Spark

facets

Visualizations for machine learning datasets

fasttext

Library for fast text representation and classification.

finch

More than 50 machine learning models (and tests) based on TensorFlow / PyTorch

gans

graphframes

interview-chinese-resource

interview resources

ion-md-input

A material design inspired text input for Ionic Framework

kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

kaggle_homedepot

Turing Test's Solution for Home Depot Product Search Relevance Competition on Kaggle (https://www.kaggle.com/c/home-depot-product-search-relevance)

leetcode-2

Leetcode in Python

link-prediction

Solution to Facebook's link prediction contest on Kaggle.

markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

neural-network-projects

This is my collection of Neural Networks mini-projects as I'm learning NN, DNN, CNN and RNN.

photon-ml

A scalable machine learning library on Apache Spark

planetoid

Semi-supervised learning with graph embeddings

progfun-wiki

python

DSSG basic Python sessions

pytorch-beginner

pytorch tutorial for beginners

pytorch-playground

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