Stars
Synthetic data curation for post-training and structured data extraction
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
Python programs, usually short, of considerable difficulty, to perfect particular skills.
Large Language Model (LLM) Systems Paper List
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Handout for the tutorial "Creating publication-quality figures with matplotlib"
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
A list of open source programs.
A collection of IPython notebooks covering various topics.
Tensor methods in Python with TensorLy
An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at …
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
The fastest path to AI-powered full stack observability, even for lean teams.
A collection of video resources for machine learning
A simple Python data-structure visualization tool for lists of lists, lists, dictionaries; primarily for use in Jupyter notebooks / presentations
Selection of resources to learn Artificial Intelligence / Machine Learning / Deep Learning
C++ Syntax, Data Structures, and Algorithms Cheat Sheet
Template for a Devlog based on Jekyll served via GitHub pages.
Spark-Crawler: Apache Nutch-like crawler that runs on Apache Spark.
A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)
Guidance on how to tackle some of the foobar challenges.
List of Computer Science courses with video lectures.
detailed notes on computer science topics, in one page
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5