Jupyter Notebook Tensorflow

Open-source Jupyter Notebook projects categorized as Tensorflow

Top 23 Jupyter Notebook Tensorflow Projects

  • TensorFlow-Examples

    TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • handson-ml

    ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

  • nlp-tutorial

    Natural Language Processing Tutorial for Deep Learning Researchers

  • DeepLearningExamples

    State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

  • dopamine

    Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

  • TensorFlow-Tutorials

    TensorFlow Tutorials with YouTube Videos

  • examples

    TensorFlow examples (by tensorflow)

  • Project mention: Essential Deep Learning Checklist: Best Practices Unveiled | dev.to | 2024-06-17

    How to Accomplish: Develop a script that iterates over the image database, preprocesses each image according to the model's requirements (e.g., resizing, normalization), and feeds them into the model for prediction. Ensure the script can handle large datasets efficiently by implementing batch processing. Use libraries like NumPy or Pandas for data management and TensorFlow or PyTorch for model inference. Include functionality to log predictions and consider parallel processing or GPU utilization for speed enhancements.

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  • introtodeeplearning

    Lab Materials for MIT 6.S191: Introduction to Deep Learning

  • Project mention: AIM Weekly for 10 June 2024 | dev.to | 2024-06-10
  • pyprobml

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

  • docs

    TensorFlow documentation (by tensorflow)

  • Practical_RL

    A course in reinforcement learning in the wild

  • t81_558_deep_learning

    T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

  • tensorflow-deep-learning

    All course materials for the Zero to Mastery Deep Learning with TensorFlow course. (by mrdbourke)

  • machine_learning_complete

    A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

  • python-machine-learning-book-3rd-edition

    The "Python Machine Learning (3rd edition)" book code repository

  • probability

    Probabilistic reasoning and statistical analysis in TensorFlow

  • Project mention: How often do you see Bayesian Statistics or Stan in the DS world? Essential skill or a nice to have? | /r/datascience | 2023-06-17

    TensorFlow-Probability

  • alpha-zero-general

    A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

  • adanet

    Fast and flexible AutoML with learning guarantees.

  • ML-Workspace

    🛠 All-in-one web-based IDE specialized for machine learning and data science.

  • LSTM-Human-Activity-Recognition

    Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

  • ML-foundations

    Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

  • Machine-Learning-Specialization-Coursera

    Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

  • Project mention: Linear Algebra for Programmers | news.ycombinator.com | 2023-09-01

    I cannot recommend Andrew Ng's courses on Machine Learning enough. Something like this seems like it would cover everything you're looking for.

    https://www.coursera.org/learn/machine-learning

    I cannot speak to the author of the content of this github repo, but it appears they have completed the course and included all of the solutions here. It might let you jump right to what you're looking for.

    https://github.com/greyhatguy007/Machine-Learning-Specializa...

  • yolov3-tf2

    YoloV3 Implemented in Tensorflow 2.0

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Jupyter Notebook Tensorflow related posts

  • Container size analysis: TensorFlow 2.8 base image vs Deep Learning

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  • Do you recommend Orange PI for ML or LLM projects?

    1 project | /r/OrangePI | 26 Nov 2023
  • GPU Survival Toolkit for the AI age: The bare minimum every developer must know

    1 project | dev.to | 12 Nov 2023
  • A note from our sponsor - SaaSHub
    www.saashub.com | 18 Jun 2024
    SaaSHub helps you find the best software and product alternatives Learn more →

Index

What are some of the best open-source Tensorflow projects in Jupyter Notebook? This list will help you:

Project Stars
1 TensorFlow-Examples 43,269
2 handson-ml 25,110
3 nlp-tutorial 13,827
4 DeepLearningExamples 12,821
5 dopamine 10,403
6 TensorFlow-Tutorials 9,250
7 examples 7,820
8 introtodeeplearning 7,064
9 pyprobml 6,322
10 docs 6,058
11 Practical_RL 5,795
12 t81_558_deep_learning 5,685
13 tensorflow-deep-learning 4,960
14 machine_learning_complete 4,535
15 python-machine-learning-book-3rd-edition 4,386
16 probability 4,146
17 alpha-zero-general 3,712
18 adanet 3,474
19 ML-Workspace 3,352
20 LSTM-Human-Activity-Recognition 3,287
21 ML-foundations 3,097
22 Machine-Learning-Specialization-Coursera 2,950
23 yolov3-tf2 2,510

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