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tqcai's Projects

hands-on-natural-language-processing-with-python icon hands-on-natural-language-processing-with-python

This repository is for my students of Udemy. You can find all lecture codes along with mentioned files for reading in here. So, feel free to clone it and if you have any problem just raise a question.

harmonica icon harmonica

Code repository for the paper "Hyperparameter Optimization: A Spectral Approach" by Elad Hazan, Adam Klivans, Yang Yuan.

hiplot icon hiplot

HiPlot makes understanding high dimensional data easy

hord icon hord

Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

hpbandster icon hpbandster

a distributed Hyperband implementation on Steroids

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

igo icon igo

A simple interactive Go interpreter built on go-eval with some readline-like refinements

ilearndeeplearning.py icon ilearndeeplearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subject are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

imbalanced-learn icon imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

interpretablemlbook icon interpretablemlbook

《可解释的机器学习--黑盒模型可解释性理解指南》,该书为《Interpretable Machine Learning》中文版

ipv6-hosts icon ipv6-hosts

Fork of https://code.google.com/archive/p/ipv6-hosts/, focusing on automation

jbt_blog icon jbt_blog

一个基于Django2.0+Python3.6的博客/A simple blog based on python3.6 and Django2.0.

joblib icon joblib

Computing with Python functions.

jstarcraft-ai icon jstarcraft-ai

目标是提供一个完整的Java机器学习(Machine Learning/ML)框架,作为人工智能在学术界与工业界的桥梁. 让相关领域的研发人员能够在各种软硬件环境/数据结构/算法/模型之间无缝切换. 涵盖了从数据处理到模型的训练与评估各个环节,支持硬件加速和并行计算,是最快最全的Java机器学习库.

k-gnn icon k-gnn

Source code for our AAAI paper "Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks".

katib icon katib

Repository for hyperparameter tuning

kmodes icon kmodes

Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

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