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books

无它术，唯勤读书而多为之，自工

code

cs231n

fedml

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. A short version of our white paper has been accepted by NeurIPS 2020 workshop.

gcforest

Python implementation of deep forest method : gcForest

h2o-3

Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles...)

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

kaldi

This is the official location of the Kaldi project.

kill-interview-part-3

面试算法第三篇-高级算法题

larq

An Open-Source Library for Training Binarized Neural Networks

laurae

Advanced High Performance Data Science Toolbox for R by Laurae

leetcode

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

machine-learning-

Try various machine learning method in Adult Data

neural-network

Multi-layer/ Single ayer

pagerank

A Python implementation of Larry's famous PageRank algorithm.

practicecode-

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

storm-ten-framework

teach-data-science-ucla-master-appl-stats

Materials for STATS 418 - Tools in Data Science course taught in the Master of Applied Statistics at UCLA

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

treelearn

Ensembles and Tree Learning Algorithms for Python

web-scraping-tutorial

zoopt

A python package of Zeroth-Order Optimization (ZOOpt)