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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

abstractify

Use OpenCV to make images look like abstract art!

classification_pipeline

:orange_book: A complete document classification pipeline using Apache Spark in scala

data-science-at-scale

A Pythonic introduction to methods for scaling your data science and machine learning work to larger datasets and larger models, using the tools and APIs you know and love from the PyData stack (such as numpy, pandas, and scikit-learn).

data-science-projects

Data science articles and codes

deep-learning-books

Some books machine learning, deep learning, and related topics. 一些机器学习、深度学习和相关话题的书籍。

deepdev

Deeper and deeper, where no browser has gone before...

deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

deepspeech-examples

Examples of how to use or integrate DeepSpeech

dejavu-tact

Audio fingerprinting and recognition in Python

efficient_python_tricks_and_tools_for_data_scientists

Efficient Python Tricks and Tools for Data Scientists

face-generation-gan

from-python-to-numpy

An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017

gpt-3

GPT-3: Language Models are Few-Shot Learners

gym

A toolkit for developing and comparing reinforcement learning algorithms.

hotornot

hubmap

Kaggle HubMap

image-quality-assessment

Convolutional Neural Networks to predict the aesthetic and technical quality of images.

instaloader

Download pictures (or videos) along with their captions and other metadata from Instagram.

kijiji-scraper

Python script to scrape Kijiji and find new ads.

language-models

pre-trained Language Models

linear-regression-pytorch

linear-regression-using-pytorch

Creating a simple linear regression first in Numpy and then in PyTorch.....

machine-learning

Content for Udacity's Machine Learning curriculum

machine_learning_tutorials

Code, exercises and tutorials of my personal blog ! 📝

ml-id-lab3

moai-deep-learning-app

:moyai: Moai is a web application made with the help of Flask, a microframework for Python based on Werkzeug, Jinja 2, and good intentions. On the backend, a deep learning model (ResNet-50) is classifying the given image file into various categories.

model-productization_article

This is repo to demonstrate how to convert from Jupyter Notebook to scripts with some engineering practices

numpy-100

100 numpy exercises (with solutions)

numpy_exercises

Numpy exercises.