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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

awesome-of-time-series-augmentation

A curated list of time series augmentation resources.

data-preprocessing-in-python

An End-to-End Guide on Data Preprocessing in Machine Learning in Python

data-science-interview-questions

Important and Interesting Questions in Data Science

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

detic

Code release for "Detecting Twenty-thousand Classes using Image-level Supervision".

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

pandas-ai

Pandas AI is a Python library that integrates generative artificial intelligence capabilities into Pandas, making dataframes conversational

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time-gan-tensorflow

TensorFlow implementation of TimeGAN model for synthetic time series generation with generative adversarial networks.

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch