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Top 23 Jupyter Notebook Tensorflow Projects
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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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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.
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dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
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t81_558_deep_learning
T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis
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tensorflow-deep-learning
All course materials for the Zero to Mastery Deep Learning with TensorFlow course. (by mrdbourke)
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machine_learning_complete
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
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python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
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alpha-zero-general
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
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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
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ML-foundations
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
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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
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TensorFlow, developed by Google, and PyTorch, developed by Facebook, are two of the most popular frameworks for building and training complex machine learning models. TensorFlow is known for its flexibility and robust scalability, making it suitable for both research prototypes and production deployments. PyTorch is praised for its ease of use, simplicity, and dynamic computational graph that allows for more intuitive coding of complex AI models. Both frameworks support a wide range of AI models, from simple linear regression to complex deep neural networks.
Project mention: How often do you see Bayesian Statistics or Stan in the DS world? Essential skill or a nice to have? | /r/datascience | 2023-06-17TensorFlow-Probability
Project mention: Competitive reinforcement learning for turn-based games | /r/reinforcementlearning | 2023-05-26This is a good intro to alphazero and montecarlo treesearch , Followed by This repo.
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...
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).
Jupyter Notebook Tensorflow related posts
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Container size analysis: TensorFlow 2.8 base image vs Deep Learning
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BeagleY-AI: 4 TOPS-capable $70 board from Beagleboard
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MLOps in practice: building and deploying a machine learning app
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Show HN: Designing Bridges with PyTorch
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New AI Spam Detection Deployed to Gmail and Open Sourced by Google
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Do you recommend Orange PI for ML or LLM projects?
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GPU Survival Toolkit for the AI age: The bare minimum every developer must know
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A note from our sponsor - SaaSHub
www.saashub.com | 17 May 2024
Index
What are some of the best open-source Tensorflow projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | TensorFlow-Examples | 43,236 |
| 2 | handson-ml | 25,099 |
| 3 | nlp-tutorial | 13,756 |
| 4 | DeepLearningExamples | 12,696 |
| 5 | dopamine | 10,378 |
| 6 | TensorFlow-Tutorials | 9,250 |
| 7 | examples | 7,776 |
| 8 | introtodeeplearning | 6,911 |
| 9 | pyprobml | 6,282 |
| 10 | docs | 6,042 |
| 11 | Practical_RL | 5,755 |
| 12 | t81_558_deep_learning | 5,671 |
| 13 | tensorflow-deep-learning | 4,901 |
| 14 | machine_learning_complete | 4,517 |
| 15 | python-machine-learning-book-3rd-edition | 4,386 |
| 16 | probability | 4,138 |
| 17 | alpha-zero-general | 3,687 |
| 18 | adanet | 3,470 |
| 19 | ML-Workspace | 3,329 |
| 20 | LSTM-Human-Activity-Recognition | 3,287 |
| 21 | ML-foundations | 3,006 |
| 22 | Machine-Learning-Specialization-Coursera | 2,772 |
| 23 | yolov3-tf2 | 2,510 |
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