AltHub

NLP-LOVE/ML-NLP Alternatives

machine learning / deep learning / NLP education

A Chinese-language knowledge base and code repository covering machine learning, deep learning, and NLP, focused on interview preparation.

17.8kJupyter Notebookno licenseslowing · last push 9mo agoGitHub

Same job, different approach

Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.

fastai/fastbookGitHub

A fastai-based book and notebook course for deep learning, a different pedagogical approach and library-focused.

The fastai book, published as Jupyter Notebooks

25.3k
Jupyter Notebook
NOASSERTION
active28d ago
rasbt/python-machine-learning-bookGitHub

Book companion for ML, different format (book chapters) and focused on ML rather than DL/NLP.

The "Python Machine Learning (1st edition)" book code repository and info resource

12.6k
Jupyter Notebook
MIT
active3mo ago
MITDeepLearning/introtodeeplearningGitHub

MIT course labs with a structured curriculum, different approach (course/lab) focused on deep learning.

Lab Materials for MIT 6.S191: Introduction to Deep Learning

8.8k
Jupyter Notebook
MIT
slowing9mo ago
phlippe/uvadlc_notebooksGitHub

University deep learning course notebooks with assignments, a different structured approach.

Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023

3.2k
Jupyter Notebook
MIT
active4mo ago
microsoft/AI-For-BeginnersGitHub

A comprehensive AI curriculum with lessons, a more structured course approach than the seed's reference guide.

12 Weeks, 24 Lessons, AI for All!

68.5k
Jupyter Notebook
MIT
active1mo ago

Older generation, or narrower

An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.

aymericdamien/TensorFlow-ExamplesGitHub

TensorFlow-specific examples, narrower than ML-NLP and unmaintained for over two years.

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

43.7k
Jupyter Notebook
NOASSERTION
dormant2.2y ago
trekhleb/homemade-machine-learningGitHub

Covers classical ML algorithms only, a subset of the seed's scope.

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

24.8k
Jupyter Notebook
MIT
slowing11mo ago
datawhalechina/leedl-tutorialGitHub

Chinese deep-learning tutorial (Hung-yi Lee), narrower than the seed's full ML/DL/NLP coverage.

《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases

16.7k
Jupyter Notebook
NOASSERTION
slowing11mo ago
instillai/TensorFlow-CourseGitHub

Old TensorFlow-specific tutorials, narrower and outdated.

:satellite: Simple and ready-to-use tutorials for TensorFlow

16.3k
Jupyter Notebook
MIT
dormant3.9y ago
rushter/MLAlgorithmsGitHub

Minimal ML algorithm implementations, a narrow subset without DL/NLP.

Minimal and clean examples of machine learning algorithms implementations

11.2k
Python
MIT
active5mo ago
MorvanZhou/PyTorch-TutorialGitHub

Chinese PyTorch-specific tutorials, narrower and older (no recent updates).

Build your neural network easy and fast, 莫烦Python中文教学

8.5k
Jupyter Notebook
MIT
dormant3.6y ago
nfmcclure/tensorflow_cookbookGitHub

TensorFlow-specific cookbook code, narrower and unmaintained.

Code for Tensorflow Machine Learning Cookbook

6.2k
Jupyter Notebook
MIT
dormant2.4y ago
roatienza/Deep-Learning-ExperimentsGitHub

A collection of DL experiments and notes, less structured and narrower than seed.

Videos, notes and experiments to understand deep learning

1.2k
Jupyter Notebook
MIT
active21d ago
mantchs/machine_learning_modelGitHub

An older, narrower version by the same author covering only base ML model introductions.

机器学习基本模型算法介绍(附加案例)

230
Jupyter Notebook
Apache-2.0
dormant7.4y ago
chiphuyen/stanford-tensorflow-tutorialsGitHub

Archived TensorFlow tutorial for an old Stanford course, narrow and outdated.

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

10.4k
Python
MIT
archived5.8y ago

Listed as an alternative to

These projects were analysed and named ML-NLP among their alternatives. The relationship is not symmetric — how ML-NLP rates them is a separate judgement, made when ML-NLP is analysed in its own right.

scutan90/DeepLearning-500-questionsGitHub

calls ML-NLP “Choose for a similar AI interview-prep collection with code examples and a focus on NLP; actively maintained and Chinese-language.”

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，50余万字。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

57.6kJavaScriptdormant
lazyprogrammer/machine_learning_examplesGitHub

calls ML-NLP “When you want a broad, actively-maintained collection of ML/DL/NLP tutorials and interview-oriented code, a strong drop-in peer for the seed.”

A collection of machine learning examples and tutorials.

8.9kPythonactive
apachecn/ailearningGitHub

calls ML-NLP “Choose this if you need a Chinese ML/DL/NLP knowledge base organized for interviews rather than a step-by-step curriculum.”

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

42.5kPythondormant
fengdu78/Coursera-ML-AndrewNg-NotesGitHub

calls ML-NLP “Choose this when you need a Chinese ML/NLP knowledge and code reference for job interviews.”

吴恩达老师的机器学习课程个人笔记

37.8kHTMLslowing
eriklindernoren/ML-From-ScratchGitHub

calls ML-NLP “An interview-prep knowledge and code collection, not a focused from-scratch implementation.”

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

32.9kPythondormant