shijy07

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

3D-Machine-Learning

A resource repository for 3D machine learning

algs4

Algorithms, 4th edition textbook code and libraries

bert

TensorFlow code and pre-trained models for BERT

building-machine-learning-pipelines

Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson

colab

controlled-text-generation

Reproducing Hu, et. al., ICML 2017's "Toward Controlled Generation of Text"

deeplearnjs

A hardware-accelerated deep learning library for the web.

docker-workshop

Directions and Source code for Insight's Docker workshop.

emacs.d

My emacs config file with support for C/C++, Matlab, Haskell, LaTeX etc.

functional-programming-in-scala

Notes & code on learning scala

gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

LayoutNet

Torch implementation for CVPR 18 paper: "LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image"

linghu-algorithm-templete

mrc-for-flat-nested-ner

The code for "A Unified MRC Framework for Named Entity Recognition"

mrc-for-flat-nested-ner-1

Code for `A Unified MRC Framework for Named Entity Recognition`

ObjectDetection-OneStageDet

oh-my-zsh

A delightful community-driven (with 1,000+ contributors) framework for managing your zsh configuration. Includes 200+ optional plugins (rails, git, OSX, hub, capistrano, brew, ant, php, python, etc), over 140 themes to spice up your morning, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

reinforcement_learning

resume

SparrowRecSys

A Deep Learning Recommender System

ssl

Semi-supervised learning

stat243-fall-2017

This repository holds all course materials for the fall 2017 offering of Statistics 243 at UC Berkeley.

tensorflow-generative-model-collections

Collection of generative models in Tensorflow

text_VAE

Text generation with a Variational Autoencoder

the-algorithm

Source code for Twitter's Recommendation Algorithm

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

udacity-fsnd

Udacity Full Stack Web Developer Nanodegree program (FSND) course materials

vae-ssl