Tensorflow Advanced Techniques Solutions
This repository contains my solutions for the Coursera course TensorFlow: Advanced Techniques Specialization. Expand your knowledge of the Functional API and build exotic non-sequential model types. Learn how to optimize training in different environments with multiple processors and chip types and get introduced to advanced computer vision scenarios such as object detection, image segmentation, and interpreting convolutions. Explore generative deep learning including the ways AIs can create new content from Style Transfer to Auto Encoding, VAEs, and GANs.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Ray | 29,596 |  | 80 | 363 | 3 months ago | 95 | December 04, 2023 | 3,528 | apache-2.0 | Python |
| Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. | ||||||||||
| Handson Ml2 | 26,122 | 4 months ago | 211 | apache-2.0 | Jupyter Notebook | |||||
| 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. | ||||||||||
| Data Science Ipython Notebooks | 25,668 | 6 months ago | 34 | other | Python | |||||
| Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. | ||||||||||
| Handson Ml | 25,036 | 7 months ago | 140 | apache-2.0 | Jupyter Notebook | |||||
| ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead. | ||||||||||
| D2l En | 20,613 | 3 months ago | 2 | November 13, 2022 | 115 | other | Python | |||
| Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge. | ||||||||||
| Best Of Ml Python | 14,990 | 3 months ago | 21 | cc-by-sa-4.0 | ||||||
| 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly. | ||||||||||
| Virgilio | 13,515 | 2 years ago | 20 | other | Jupyter Notebook | |||||
| Your new Mentor for Data Science E-Learning. | ||||||||||
| Kubeflow | 13,364 | 3 | 3 months ago | 64 | November 01, 2023 | 397 | apache-2.0 | TypeScript | ||
| Machine Learning Toolkit for Kubernetes | ||||||||||
| Deep Learning With Tensorflow Book | 11,864 | 3 years ago | 78 | Jupyter Notebook | ||||||
| 深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework. | ||||||||||
| Mit Deep Learning | 9,897 | 4 months ago | 16 | mit | Jupyter Notebook | |||||
| Tutorials, assignments, and competitions for MIT Deep Learning related courses. | ||||||||||
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Jupyter Notebook
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Object Detection
Autoencoder
Image Segmentation
Coursera
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