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TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Google Research
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Python programs, usually short, of considerable difficulty, to perfect particular skills.
💿 Free software that works great, and also happens to be open-source Python.
A collection of various deep learning architectures, models, and tips
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰🇷 🇷🇺 🇧🇷 🇪🇸
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
Companion webpage to the book "Mathematics For Machine Learning"
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
TensorFlow Tutorials with YouTube Videos
Deep Learning Specialization by Andrew Ng on Coursera.
Notebooks and code for the book "Introduction to Machine Learning with Python"
Visualizations for machine learning datasets
Create delightful software with Jupyter Notebooks
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Text and supporting code for Think Stats, 2nd Edition
Lectures on scientific computing with python, as IPython notebooks.
Debugging, monitoring and visualization for Python Machine Learning and Data Science
Open Content for self-directed learning in data science
A collection of IPython notebooks covering various topics.
Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE
Various ipython notebooks
Vehicle detection using machine learning and computer vision techniques for Udacity's Self-Driving Car Engineer Nanodegree.
TensorFlow Tutorial for Time Series Prediction
use numpy, scipy, and tensorflow to implement these basic ML model and learning algorithm
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