mzutils is a personal toolkit that contains various methods to do miscellaneous jobs related to data cleaning, preprocessing, visualizing, evaluating and modeling in various fields of machine learning, especially NLP and RL. It supports Datasets like SQuAD, GLUE, Deepmind CNN/DailyMail in NLP and d4rl in offlineRL, as well as their conversions to JSON, CSV, numpy arrays and tensors.

The purpose of this toolkit is to reuse the code and make Mohan Zhang's life easier.

Read the documentation here!

Install

if you want to use only the minimal functionalities, please do

$ pip install -U mzutils

or if you want to use nlp specific functions, please do

$ pip install -U mzutils[nlp]

or if you want to use all the functionalities, please do

$ pip install -U mzutils[all]
$ pip install -r security_requirements.txt

Note

due to this unreasonable feature of pip, you will need to check and install from requirements.txt, extras_requirements.txt or security_requirements.txt according to your specific need.

Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Tensorflow	175,358	327	77	a day ago	46	October 23, 2019	2,145	apache-2.0	C++
An Open Source Machine Learning Framework for Everyone
Transformers	103,258	64	911	21 hours ago	91	June 21, 2022	750	apache-2.0	Python
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Pytorch	67,645		146	21 hours ago	23	August 10, 2022	12,240	other	Python
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Keras	58,548		330	a day ago	68	May 13, 2022	387	apache-2.0	Python
Deep Learning for humans
Cs Video Courses	56,273			8 days ago			17
List of Computer Science courses with video lectures.
Faceswap	45,645			2 days ago			27	gpl-3.0	Python
Deepfakes Software For All
D2l Zh	44,160	1		3 days ago	45	March 25, 2022	34	apache-2.0	Python
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。
Tensorflow Examples	42,312			8 months ago			218	other	Jupyter Notebook
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
100 Days Of Ml Code	40,344			3 months ago			61	mit
100 Days of ML Coding
Deepfacelab	40,302			3 days ago			534	gpl-3.0	Python
DeepFaceLab is the leading software for creating deepfakes.

Mzutils

Install