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Learn how to design, develop, deploy and iterate on production-grade ML applications.
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Python programs, usually short, of considerable difficulty, to perfect particular skills.
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…
Data and code behind the articles and graphics at FiveThirtyEight
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
An adversarial example library for constructing attacks, building defenses, and benchmarking both
Create delightful software with Jupyter Notebooks
Tutorials and programming exercises for learning Q# and quantum computing
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
Solve puzzles. Improve your pytorch.
Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the came…
An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
Supporting code for short YouTube series Neural Networks Demystified.
Elastic Malware Benchmark for Empowering Researchers
The Hitchhiker's Guide to Data Science for Social Good
DeltaPy - Tabular Data Augmentation (by @firmai)
An implementation of the Viterbi Algorithm for training Hidden Markov models. This repo accompanies the video found here: https://www.youtube.com/watch?v=kqSzLo9fenk
Code Repository for: AIRTBench: Measuring Autonomous AI Red Teaming Capabilities in Language Models
Handwritten Japanese character recognition using neural networks.
My notebook for this companion video: https://youtu.be/hJxmJfhLHbE
Code for Data Mining Project on Using GANs for Dataset Augmentation