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awesome-system-design-resources

Learn System Design concepts and prepare for interviews using free resources.

cookiecutter

A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

data-science-template

A starter template for Equinor data science / data engineering projects

deeplearningbookcode-volume1

Python/Jupyter notebooks for Volume 1 of "Deep Learning - From Basics to Practice" by Andrew Glassner

deeplearningbookcode-volume2

Python/Jupyter notebooks for Volume 2 of "Deep Learning - From Basics to Practice" by Andrew Glassner

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.

helloworld

Testing Github

jathakam

Software Based on Stellar Astrology - KP

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

machine-learning-with-python

Python code for common Machine Learning Algorithms

mask_rcnn

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

ml_sagemaker_studies

Case studies, examples, and exercises for learning to deploy ML models using AWS SageMaker.

open-solution-value-prediction

Open solution to the Santander Value Prediction Challenge :tropical_fish:

pylmm

A fast and lightweight python-based linear mixed-model solver for use in genome-wide association studies.

pytorch-llama

LLaMA 2 implemented from scratch in PyTorch

pytorch-transformer

Attention is all you need implementation

pytorchforaudio

Code for the "PyTorch for Audio + Music Processing" series on The Sound of AI YouTube channel.

sagemaker-deployment

Code and associated files for the deploying ML models within AWS SageMaker

timeseriesanalysiswithpython

tutorial-kdd-2019

This is the repository for the hands-on tutorial on SystemT from KDD 2019

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow