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26-weeks-of-data-science

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anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

artificial-intelligence-and-machine-learning

A repository for implementation of artificial intelligence algorithm which includes machine learning and deep learning algorithm as well as classical AI search algorithm

choisuren0605

Config files for my GitHub profile.

cml_dvc_case

data-science--cheat-sheet

Cheat Sheets

data-version-control

deep-learning-1

Repo for the Deep Learning Nanodegree Foundations program.

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearningzerotoalltf2colab

ds-wook

dvc-start

eat_pytorch_in_20_days

Pytorch🍊🍉 is delicious, just eat it! 😋😋

eat_tensorflow2_in_30_days

Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋

example-get-started

Get started DVC project

fastapi-crud

FastAPI CRUD API with Deta Base (and optionally Deta Micros)

finance-simple-app

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.

hyperparameter_hunter

Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

js-dice-game

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

magnetic-tiles-defect

Demo Computer Vision Project

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

nba

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

pycaret-powerbi-automl

pycaret-powerbi-automl

python-for-data-analysis

pytorch

Deep Learning Zero to All - Pytorch

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers