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explainerdashboard

Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.

feature-engineering

feature-selection

flaml

A fast and lightweight AutoML library.

flask-app-blueprint

Flask App Blueprint / Boilerplate including user registration/login, admin only section, CRUD on database, and more. Based on Python, Flask, PostgreSQL, et al. deployed on Heroku. The #1 starter project.

flask-login

Flask user session management.

flightapp

free-programming-books

:books: Freely available programming books

free-python-books

Python books free to read online or download

freecodecamp

freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.

full-speed-python

Full Speed Python: a book for self-learners

full-stack-fastapi-postgresql

Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more.

future-crop-price-prediction

generative-ai-for-beginners

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

getting-started-with-google-bert

Build and train state-of-the-art natural language processing models using BERT

go

The Open Source Data Science Masters

god-level-data-science-ml-full-stack

A collection of scientific methods, processes, algorithms, and systems to build stories & models. This roadmap contains 16 Chapters, whether you are a fresher in the field or an experienced professional who wants to transition into Data Science & AI

google-sheet-to-pandas

Simplest Example to read Google Sheet data into Pandas Dataframe

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.

iitr-deep-learning-spl-tf2

Deep Learning Specialization course by IIT Roorkee (Using python, numpy, pandas, sklearn,TensorFlow 2)

introduction-to-algorithms

Codes for Introduction to Algorithms by Udi.Manber 算法引论-一种创造性方法课程代码

jackknife

learn-python

📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.

learn-python3

Jupyter notebooks for teaching/learning Python 3

learndatascience

Open Content for self-directed learning in data science

leetcode

Solutions of Leetcode problem

letsupgrade-ai-ml

llm-streamlitapp

machine-learning-algorithm-pdf

machine-learning-web-apps

Building and Embedding Machine Learning Model into a Web App(With Flask,Streamlit,etc)