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Learn how to develop, deploy and iterate on production-grade ML applications.
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
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.
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama mode…
Companion webpage to the book "Mathematics For Machine Learning"
Natural Language Processing Tutorial for Deep Learning Researchers
The "Python Machine Learning (1st edition)" book code repository and info resource
Best Practices, code samples, and documentation for Computer Vision.
this repository accompanies the book "Grokking Deep Learning"
The "Python Machine Learning (2nd edition)" book code repository and info resource
Code for Tensorflow Machine Learning Cookbook
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
The "Python Machine Learning (3rd edition)" book code repository
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Repo for the Deep Learning Nanodegree Foundations program.
Python-based tools for document analysis and OCR
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
YoloV3 Implemented in Tensorflow 2.0
subpixel: A subpixel convnet for super resolution with Tensorflow
Codes/Notebooks for AI Projects
A proof-of-concept jupyter extension which converts english queries into relevant python code
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L
Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media
Democratizing Internet-scale financial data.
Visualization Toolbox for Long Short Term Memory networks (LSTMs)
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, …
