A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
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78,351 visible repositories in the index
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Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
- vae
- gan
- pytorch
- tensorflow
Overview and tutorial of the LangChain Library
TranslatedThe essence edition of getting started with web crawlers in Python
TranslatedIntroductory tutorial on recommender systems, online reading address: https://datawhalechina.github.io/fun-rec/
- recommender-system
- tensorflow
- tianchi-competition
- deep-learning
100 days of algorithms
TranslatedA tutorial and implement of disease centered Medical knowledge graph and qa system based on it. Knowledge graph construction, automatic question answering, KG-based automatic question answering. A medium-scale medical-domain knowledge graph centered on diseases, which is used to provide automatic question answering and analysis services.
Toturials coming with the "data science roadmap" picture.
TranslatedBook_1_《Programming Is Not Hard》 | Iris Book: From Addition, Subtraction, Multiplication and Division to Machine Learning; please give us plenty of criticism and corrections!
Awesome & interesting talks about programming
- talks
- list
- programming-talks
Repository to store sample python programs for python learning
- python
- pandas
- pandas-dataframe
- pandas-tutorial
TranslatedSome scripts and improvement-idea code for object detection; see readme.md for details
TranslatedProgramming experience shared by a Pythonista, covering coding techniques, best practices, mindsets, and more.
- python
- python3
- book
- articles
A curated list of awesome test automation frameworks, tools, libraries, and software for different programming languages. Sponsored by https://zapple.tech and https://automated-testing.info
- test-automation
- software-testing
- software-quality
- java
The "Python Machine Learning (2nd edition)" book code repository and info resource
Python code for "Probabilistic Machine learning" book by Kevin Murphy
- jupyter-notebooks
- machine-learning
- colab
- pml
TranslatedChinese Python notes
- python
- scipy
- theano
- matplotlib
TranslatedPyQt Examples (various PyQt tests and examples) PyQt4 PyQt5
- pyqt5
- python
- pyqt4
- qwidget-qss
Recipes for using Python's pandas library
TranslatedCourse slides and assignments for Hung-yi Lee's (李宏毅) 2021/2022/2023 Spring Machine Learning courses
Introduce technologies on blockchain and distributed ledger, from theory to practice with bitcoin, ethereum and hyperledger.
- blockchain
- hyperledger
- book
- fintech
Largest list of models for Core ML (for iOS 11+)
- coreml
- coreml-model
- apple
- machine-learning
Translated:penguin: Linux tutorial. Main contents: Linux commands, Linux system operations and maintenance, software operations and maintenance, and a selection of commonly used Shell scripts
:speech_balloon: Machine Learning Course with Python:
- python
- machine-learning
- machine-learning-algorithms
- artificial-intelligence