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adversarialnetspapers

The classical Papers about adversial nets

algorithms

Minimal examples of data structures and algorithms in Python

allennlp

An open-source NLP research library, built on PyTorch.

asleda.github.io

awesome-quant

**的Quant相关资源索引

bert

TensorFlow code and pre-trained models for BERT

bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

caffe

Caffe: a fast open framework for deep learning.

chatbot

基於向量匹配的情境式聊天機器人

chatbotcourse

自己动手做聊天机器人教程

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

differentiation

Implementing (parts of) TensorFlow (almost) from Scratch

faiss

A library for efficient similarity search and clustering of dense vectors.

fmin

Unconstrained function minimization in Javascript

genadv_tutorial

TensorFlow tutorial on Generative Adversarial Models

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

hadoop

Mirror of Apache Hadoop

how-to-make-a-computer-operating-system

How to Make a Computer Operating System in C++

ir

kaggle

A collection of Kaggle solutions. Not very polished.

leetcode

:pencil: Python / C++ 11 Solutions of LeetCode Questions

lightgbm

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.

lime-experiments

Code for all experiments.

matchzoo

MatchZoo is a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models.

metabase

The simplest, fastest way to get business intelligence and analytics OVER WEB DATA to everyone in your company :yum:

mindspore

MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.

models

Models and examples built with TensorFlow

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

neural-network-papers