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127 search results found

Awesome Python Applications ⭐ 15,053

💿 Free software that works great, and also happens to be open-source Python.

Jetbot ⭐ 2,858

An educational AI robot based on NVIDIA Jetson Nano.

Algorithmica ⭐ 2,512

A computer science textbook

Stable Diffusion ⭐ 1,501

Stable Diffusion, SDXL, LoRA Training, DreamBooth Training, Automatic1111 Web UI, DeepFake, Deep Fakes, TTS, Animation, Text To Video, Tutorials, Guides, Lectures, Courses, ComfyUI, Google Colab, RunPod, NoteBooks, ControlNet, TTS, Voice Cloning, AI, AI News, ML, ML News, News, Tech, Tech News, Kohya LoRA, Kandinsky 2, DeepFloyd IF, Midjourney

Educational ⭐ 1,112

Machine Learning And Simulation ⭐ 573

All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc

Pytorch Normalizing Flows ⭐ 486

Normalizing flows in PyTorch. Current intended use is education not production.

Jupyter Edu Book ⭐ 356

Teaching and Learning with Jupyter

Dask Examples ⭐ 355

Easy-to-run example notebooks for Dask

Awesome_python_scripts ⭐ 307

🚀 Curated collection of Awesome Python Scripts which will make you go wow. Dive into this world of 360+ scripts. Feel free to contribute. Show your support by ✨this repository.

Machine Learning Projects and Learning Content

CMU Lecture: Machine Learning In Production / AI Engineering / Software Engineering for AI-Enabled Systems (SE4AI)

Nlp_fundamentals ⭐ 297

📘Contains a series of hands-on notebooks for learning the fundamentals of NLP

Quantitative Notebooks ⭐ 233

Educational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy

Turingtutorials ⭐ 222

Educational material and tutorials for the Turing language

Sql Data Analysis And Visualization Projects ⭐ 200

SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.

Enigma Simulator ⭐ 198

An educational demonstration of breaking the Enigma machine

Algorithms For Automated Driving ⭐ 195

Each chapter of this (mini-)book guides you in programming one important software component for automated driving.

Openedu ⭐ 164

📚 The Open Source Education Initiative – a repository with resources for 60+ engineering subjects. Let's make education more open and accessible! 🚀✨

Awesome Python In Education Zh ⭐ 150

Python在教育方面的资源列表

Xarray Tutorial ⭐ 149

Xarray Tutorials

Learning_python ⭐ 136

Source material for Python Like You Mean it

Drug Computing ⭐ 131

Educational materials for, and related to, UC Irvine's Drug Discovery Computing Techniques course (PharmSci 175/275), currently taught by David Mobley.

Intro To Deep Learning ⭐ 120

A collection of materials to help you learn about deep learning

2048 Api ⭐ 113

Educational API for developing ML (imitation learning or reinforcement learning) agents to play game 2048

Tutorials ⭐ 110

All of the code for my Medium articles

Openmm Tutorial Msbs ⭐ 105

OpenMM tutorial for the MSBS course

This repository holds the Google Colabs for the EdX TinyML Specialization

Ntds_2016 ⭐ 91

Material for the EPFL master course "A Network Tour of Data Science", edition 2016.

Seismology ⭐ 90

Teaching material for ErSE 210 Seismology course

Intro To Dl Hse ⭐ 89

Введение в глубинное обучение на ФКН ВШЭ

Course Material for the machine learning in financial context bootcamp

A set of learning modules in computing for engineering undergraduate students.

Mri Education Resources ⭐ 74

Resources for learning the principles of magnetic resonance imaging (MRI)

Quantum Universal Education.github.io ⭐ 72

Welcome to this community-driven, open-source educational website for learning about all aspects of quantum computing across the full stack, from hardware to algorithms to everything in between and adjacent! Whether you are new to quantum science, filling in gaps in your foundation of knowledge, or supplementing a course you are taking, our goal is to help you learn based on your interests and background knowledge. We are always open to recommendations and contributions from the quantum comput

Course material on scientific software development for researchers in earth and planetary surface processes

Gds_course ⭐ 70

Geographic Data Science, the course

🏭 Educational resources for Chemical and Process Engineering written in Python

Ntds_2018 ⭐ 61

Material for the EPFL master course "A Network Tour of Data Science", edition 2018.

Ntds_2017 ⭐ 61

Material for the EPFL master course "A Network Tour of Data Science", edition 2017.

Pycon Ua 2018 ⭐ 57

Talk at PyCon UA 2018 (Kharkov, Ukraine)

Rlss 2019 ⭐ 51

Reinforcement Learning Summer School 2019: Bandits, RL & Deep RL (PyTorch).

ZPIC - Educational Particle-In-Cell code suite

Machine Learning Decal Spring 2019 ⭐ 47

A 2-unit decal run by ML@B's education team

Ntds_2019 ⭐ 45

Material for the EPFL master course "A Network Tour of Data Science", edition 2019.

A MongoDB kernel for Jupyter

Callgraph ⭐ 43

Magic to display dynamic call graphs of Python function calls

Minerva Training Materials ⭐ 41

Learn advanced data science on real-life, curated problems

Data Mining Course ⭐ 41

An undergraduate course on data mining.

Plasma is an e-learning Jupyter-based platform for data analysis

Python3 By Practice ⭐ 40

A repo to learn Python programming

Machine_learning_step_by_step ⭐ 40

machine_learning_step_by_step是一个python中文项目。在这个项目中， is a python repo. I write machine learning algorithms step by step and explain each step. This is for education.

Cs7320 Ai ⭐ 39

Examples for an AI course following the textbook Artificial Intelligence: A Modern Approach by Russell and Norvig.

Fmri Analysis Vm ⭐ 38

A VM setup for use in fMRI analysis and education

Workshops ⭐ 37

Education tutorials

Student version of NI-edu courses

Deep_learning_ecology ⭐ 34

Educational Resources on Neural Networks for Ecology and Remote Sensing

Dev Decal Sp20 ⭐ 33

CS 198-077 Blockchain for Developers DeCal Spring 2020: Taught at UC Berkeley during the Spring 2020 semester by the Blockchain at Berkeley Education Department.

Geospatial Modeling Course ⭐ 33

NCSU GIS/MEA582: Geospatial Modeling and Analysis Course

Recommender Tutorial ⭐ 32

An introduction to recommendation systems in Python

Neuromatch Academy ⭐ 30

Preparatory Materials, Self-guided Learning, and Project Management for Neuromatch Academy activities

Pygsp_tutorial_graphsip ⭐ 29

Graph signal processing tutorial, presented at the GraphSiP summer school.

Poppy Torso ⭐ 28

Poppy Torso is an open-source and 3D printed torso robot. Optimized for research and education purposes, its modularity allows for a wide range of applications and experimentations.

2016learnpython ⭐ 28

Python Teaching, Seminars for 2nd year students of School of Linguistics NRU HSE

Lecture2notes ⭐ 27

Convert lecture videos to notes using AI & machine learning. Code for the research titled "Lecture2Notes: Summarizing Lecture Videos by Classifying Slides and Analyzing Text using Machine Learning."

Openai Assistants Template ⭐ 27

Build and deploy AI-driven assistants with our OpenAI Assistants Template. This tutorial provides a hands-on approach to using OpenAI's Assistant API, complete with code modules, interactive Jupyter Notebook examples, and best practices to get you started on creating intelligent conversational agents.

Dft_pib_code ⭐ 26

Interactive Jupyter Notebooks for learning the fundamentals of Density-Functional Theory (DFT)

Python_tour_of_data_science ⭐ 26

A Python Tour of Data Science

Loan Prediction Dataset ⭐ 25

Open Learning Material ⭐ 24

Some teaching material and other educational resources

Edu Convokit ⭐ 22

Edu-ConvoKit: An Open-Source Framework for Education Conversation Data

Curriculum Notebooks ⭐ 21

Home of curriculum-related notebook content.

Ai For Bio ⭐ 21

A free and collaborative space for Machine Learning applied to Biology

Ml_tutor ⭐ 21

Machine Learning Tutor Python library

Unpackai ⭐ 20

The Unpack.AI library

Vtu Lab Material ⭐ 20

This is a collection of resources that intend to cover from lab programs to viva questions and all everything in between.

Pythonclass ⭐ 19

Para iniciar em Python com o pé direito.

School Brainhack.github.io ⭐ 19

Website of the BrainHack School

Introduccion_a_la_bioinformatica ⭐ 19

Education tutorials for teaching bioinformatics.

Datascience ⭐ 19

Репозиторий лекций и практик по обработке данных клуба Lambda

Rock Paper Scissors ⭐ 19

Rock Paper Scissors educational activity for teaching ML

Hmm_for_autonomous_driving ⭐ 18

🎓 Educational application of Hidden Markov Model to Autonomous Driving 🚕🚙🚗

Deep Learning With Pytorch From Facebook Udacity ⭐ 17

Deep Learning with PyTorch from Facebook-Udacity

Chemical Reaction Engineering In Python ⭐ 17

This repository contains a practical course designed for chemical engineers that want to learn how to solve exercises and program in Python. The course will cover various topics, such as basic Python syntax, data structures, solving ODEs, stoichiometry, data visualization and basic data analysis.

Pycon Au 2016 ⭐ 17

Mighty Thymio ⭐ 17

Complementary material to EAAAI18 Paper "Mighty Thymio for Higher-Level Robotics Education"

Cs5340 Notebooks ⭐ 17

Notebooks for CS5340: Uncertainty Modeling in AI at NUS

Psychometrics ⭐ 16

🧠 Statistical Methods Applied to Psychology Projects

Mche485 Mechanical Vibrations ⭐ 16

Code supporting MCHE485: Mechanical Vibrations at the Univsersity of Louisiana at Lafayette

Primary repository for the NLP course as part of the CogSci masters program at Aarhus University.

Nlportugues ⭐ 16

NLPortuguês - Aprenda PLN em português! Esse repositório contem os materiais e exercícios do curso NLPortuguês, hospedado tambem no coursera sob o nome Processamento Neural de Linguagem Natural em Português I.

Julia Machine Learning Review ⭐ 16

Teaching Utility for Classical Atomistic Simulation.

Auto Grader ⭐ 15

Automatically grades answer sheets

Govuk Lda Tagger ⭐ 15

An experiment of using the LDA machine learning algorithm to generate topics from documents and tag them with those topics

Eco Finance Course ⭐ 14

منابعی برای تدریس اقتصاد و مالی برای جوانان و نوجوانان

Deep Learning Koans ⭐ 14

A series of educational Deep Learning Koans, using Julia and Flux.jl

A repository for the core agent functionality of the Apprentice Learner Architecture

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