MITDeepLearning/introtodeeplearningGitHub
Use for an active, MIT-lab-style structured TensorFlow/Keras deep learning course with exercises.
Lab Materials for MIT 6.S191: Introduction to Deep Learning
- 8.8k
- Jupyter Notebook
- MIT
slowing9mo ago
instillai/TensorFlow-Course Alternatives
deep learning / TensorFlow tutorials
A collection of simple, ready-to-use Jupyter notebook tutorials for deep learning with TensorFlow.
Drop-in peers
Same problem, same approach. Swapping one for another is a config change, not a rewrite.
Same job, different approach
Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.
fastai/fastbookGitHub
Use for a comprehensive, modern deep learning book built on fastai/PyTorch rather than raw TensorFlow.
The fastai book, published as Jupyter Notebooks
- 25.3k
- Jupyter Notebook
- NOASSERTION
active29d ago
datawhalechina/leedl-tutorialGitHub
Use for a Chinese-language deep learning course with lecture-aligned notebooks, mostly in PyTorch.
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
- 16.7k
- Jupyter Notebook
- NOASSERTION
slowing11mo ago
MorvanZhou/PyTorch-TutorialGitHub
Use for a beginner-friendly PyTorch tutorial series if you prefer PyTorch over TensorFlow.
Build your neural network easy and fast, 莫烦Python中文教学
- 8.5k
- Jupyter Notebook
- MIT
dormant3.6y ago
phlippe/uvadlc_notebooksGitHub
Use for an advanced academic PyTorch deep learning course with both theory and practice.
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
- 3.2k
- Jupyter Notebook
- MIT
active4mo ago
Older generation, or narrower
An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.
aymericdamien/TensorFlow-ExamplesGitHub
Use for a compact, example-focused TensorFlow reference (v1 and v2) instead of a full course, though unmaintained.
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
- 43.7k
- Jupyter Notebook
- NOASSERTION
dormant2.2y ago
MorvanZhou/Tensorflow-TutorialGitHub
Use for Chinese-language legacy TensorFlow v1 tutorial code when learning older codebases.
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
- 4.3k
- Python
- MIT
dormant6.0y ago
nfmcclure/tensorflow_cookbookGitHub
Use for a practical, recipe-style TensorFlow cookbook covering many tasks, though unmaintained.
Code for Tensorflow Machine Learning Cookbook
- 6.2k
- Jupyter Notebook
- MIT
dormant2.4y ago
Hvass-Labs/TensorFlow-TutorialsGitHub
Use for classic TensorFlow tutorials with video explanations, if you want legacy TF content.
TensorFlow Tutorials with YouTube Videos
- 9.3k
- Jupyter Notebook
- MIT
dormant5.7y ago
Listed as an alternative to
These projects were analysed and named TensorFlow-Course among their alternatives. The relationship is not symmetric — how TensorFlow-Course rates them is a separate judgement, made when TensorFlow-Course is analysed in its own right.
labmlai/annotated_deep_learning_paper_implementationsGitHub
calls TensorFlow-Course “choose it for ready-to-run TensorFlow tutorials aimed at beginners.”
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
67.5kPythonslowing
eriklindernoren/ML-From-ScratchGitHub
calls TensorFlow-Course “Choose for ready-to-use TensorFlow tutorials instead of raw NumPy.”
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
32.9kPythondormant
MorvanZhou/PyTorch-TutorialGitHub
calls TensorFlow-Course “Choose it for a ready-to-use TensorFlow course if you are not committed to PyTorch.”
Build your neural network easy and fast, 莫烦Python中文教学
8.5kJupyter Notebookdormant
aymericdamien/TensorFlow-ExamplesGitHub
calls TensorFlow-Course “Choose for simple TensorFlow tutorials if you specifically need TF1-style code, but it is outdated.”
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
43.7kJupyter Notebookdormant
NLP-LOVE/ML-NLPGitHub
calls TensorFlow-Course “Old TensorFlow-specific tutorials, narrower and outdated.”
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
17.8kJupyter Notebookslowing
datawhalechina/leedl-tutorialGitHub
calls TensorFlow-Course “Aged TensorFlow tutorial series, now outdated and not a general deep-learning reference.”
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
16.7kJupyter Notebookslowing
lazyprogrammer/machine_learning_examplesGitHub
calls TensorFlow-Course “When you want simple TensorFlow tutorials from an older course, good for beginners but stale.”
A collection of machine learning examples and tutorials.
8.9kPythonactive
MITDeepLearning/introtodeeplearningGitHub
calls TensorFlow-Course “Choose when you want simple ready-to-use TensorFlow tutorials, though they are older and not a full DL course.”
Lab Materials for MIT 6.S191: Introduction to Deep Learning
8.8kJupyter Notebookslowing
vahidk/EffectiveTensorflowGitHub
calls TensorFlow-Course “Older TF1-era TensorFlow tutorial collection; choose for legacy TensorFlow examples.”
TensorFlow tutorials and best practices.
8.6kdormant
mrdbourke/zero-to-mastery-mlGitHub
calls TensorFlow-Course “Older ready-to-use TensorFlow tutorials; useful if you specifically want a TF tutorial archive.”
All course materials for the Zero to Mastery Machine Learning and Data Science course.
7.0kJupyter Notebookdormant