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ml/dl books i am currently referring to or have referred to in the past
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
Fully local web research and report writing assistant
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Deep universal probabilistic programming with Python and PyTorch
Python programs, usually short, of considerable difficulty, to perfect particular skills.
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristi…
Natural Intelligence is still a pretty good idea.
Fourier Image Transformer (FIT) can solve relevant image analysis tasks in Fourier space.
DISTIL: Deep dIverSified inTeractIve Learning. An active/inter-active learning library built on py-torch for reducing labeling costs.
Master programming by recreating your favorite technologies from scratch.
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Enterprise-grade, production-hardened, serverless data lake on AWS
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
Books, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
Jupyter metapackage for installation, docs and chat
An opinionated list of awesome Python frameworks, libraries, software and resources.
Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.
How to remotely monitor your Raspberry Pi processes and IP addresses
Simple multi-threaded Kinesis Poster and Worker Python examples
An exhaustive reference to problems seen in real-world data along with suggestions on how to resolve them.
PST or Phase Stretch Transform is an operator that finds features in an image. PST implemented using MATLAB here, takes an intensity image I as its input, and returns a binary image out of the same…