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pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

pyro

Deep universal probabilistic programming with Python and PyTorch

pyspark-analytics-workshop

python

All Algorithms implemented in Python

python-100-days

Python - 100天从新手到大师

python-collab-template

🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.

python-deepdive

Python Deep Dive Course - Accompanying Materials

python-mastery

Advanced Python Mastery (course by @dabeaz)

python-mini-projects

A collection of simple python mini projects to enhance your python skills

python_devops_book

[Book-2020] Python For DevOps: Learn Ruthlessly Effective Automation

pythonrobotics

Python sample codes for robotics algorithms.

pytimetk

Time series easier, faster, more fun. Pytimetk.

pytorchstepbystep

Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

qlik-py-tools

Data Science algorithms for Qlik implemented as a Python Server Side Extension (SSE).

quick-portfolio

Use this template if you need a quick developer / data science portfolio! Based on a Minimal Jekyll theme for GitHub Pages.

rag_techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

raster_calculation

This is a repo for raster data calculation (NDVI)

recsys_all

reinforcement-learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

resources

This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operations.

scalene

Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python

scikit-llm

Seamlessly integrate LLMs into scikit-learn.

scipy2023-deeplearning

scipy_2024_ts

scipy_proceedings

Tools used to generate the SciPy conference proceedings

segment-anything-2

The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

simplebank

Backend master class: build a simple bank service in Go

sklearn-xarray

Metadata-aware machine learning.

skweak

skweak: A software toolkit for weak supervision applied to NLP tasks