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Top 23 Jupyter Notebook Tensorflow Projects
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Project mention: need a book recommendation for machine learning on python | reddit.com/r/learnpython | 2022-05-25
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow is often recommended. You can check out the GitHub repo first: https://github.com/ageron/handson-ml
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Project mention: ✨ 5 Free Resources for Learning Natural Language Processing with Python 🚀 | reddit.com/r/learnmachinelearning | 2022-09-29
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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.
Project mention: A small example from Tacotron2 trained on Brandon "Atrioc" Ewing | reddit.com/r/artificial | 2022-07-08GitHub Used: https://github.com/NVIDIA/DeepLearningExamples/tree/master/PyTorch/SpeechSynthesis/Tacotron2
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dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Project mention: Fast and hackable frameworks for RL research | reddit.com/r/reinforcementlearning | 2023-03-08I'm tired of having my 200m frames of Atari take 5 days to run with dopamine, so I'm looking for another framework to use. I haven't been able to find one that's fast and hackable, preferably distributed or with vectorized environments. Anybody have suggestions? seed-rl seems promising but is archived (and in TF2). sample-factory seems super fast but to the best of my knowledge doesn't work with replay buffers. I've been trying to get acme working but documentation is sparse and many of the features are broken.
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InfluxDB
Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
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t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
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Project mention: [P] Any good resources which can help me with Multivariate Time Series Forecasting using Probabilistic Machine Learning? | reddit.com/r/MachineLearning | 2022-08-14
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python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
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tensorflow-deep-learning
All course materials for the Zero to Mastery Deep Learning with TensorFlow course. (by mrdbourke)
Project mention: Where can I get pre trained machine learning models? | reddit.com/r/Python | 2022-07-07 -
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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
Project mention: [P] Blog post: Learning JAX by Learning to Learn | reddit.com/r/MachineLearning | 2022-04-29Code for https://arxiv.org/abs/1606.04474 found: https://github.com/guillaume-chevalier/LSTM-Human-Activity-Recognition
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Project mention: [D] I recently quit my job to start a ML company. Would really appreciate feedback on what we're working on. | reddit.com/r/MachineLearning | 2023-01-06
Also check out: https://github.com/ml-tooling/ml-workspace, it a nice open source project with lots of packages ready to use.
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Project mention: 10$ Full Body Tracking! I'm proud to release ToucanTrack (in Beta!). Get decent FBT with the power of 2 PS3 Eye Cameras and AI! | reddit.com/r/VRchat | 2023-02-20
They come in the form of tflite models, so I had to convert them to onnx. I used tf2onnx for converting the pose landmark model and tflite2tensorflow for converting the pose detection model. For improving performance, I had created a small script which modified the landmark models for supporting batch inference. This script is not included in the repository, but do tell me if you need it!
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Jupyter Notebook Tensorflow related posts
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Index
What are some of the best open-source Tensorflow projects in Jupyter Notebook? This list will help you:
Project | Stars | |
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1 | TensorFlow-Examples | 42,638 |
2 | handson-ml | 24,988 |
3 | nlp-tutorial | 12,332 |
4 | DeepLearningExamples | 10,563 |
5 | dopamine | 10,054 |
6 | TensorFlow-Tutorials | 9,115 |
7 | examples | 6,967 |
8 | introtodeeplearning | 5,861 |
9 | docs | 5,689 |
10 | pyprobml | 5,516 |
11 | Practical_RL | 5,288 |
12 | t81_558_deep_learning | 5,258 |
13 | lucid | 4,519 |
14 | BigDL | 4,178 |
15 | probability | 3,882 |
16 | python-machine-learning-book-3rd-edition | 3,855 |
17 | tensorflow-deep-learning | 3,732 |
18 | adanet | 3,433 |
19 | alpha-zero-general | 3,177 |
20 | LSTM-Human-Activity-Recognition | 3,108 |
21 | ML-Workspace | 2,991 |
22 | yolov3-tf2 | 2,480 |
23 | tensorflow-onnx | 1,857 |