Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

A straightforward method for training your LLM, from downloading data to generating text.

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

https://huyenchip.com/ml-interviews-book/

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

Source code accompanying O'Reilly book: Machine Learning Design Patterns

ICRA 2021 paper list

Annotations for Pedestrian Intention Estimation (PIE) dataset

Annotation data for JAAD (Joint Attention in Autonomous Driving) Dataset

Pytorch Implementation for Stepwise Goal-Driven Networks for Trajectory Prediction (RA-L/ICRA2022)

PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction

Seminar on Limitations of Interpretable Machine Learning Methods

A repository to prepare you for your machine learning interview, involving most of the questions asked by all the tech giants and local companies. Do this to Ace your Machine Learning Engineer Inte…

Cracking the Data Science Interview

(Under Construction) I am currently writing a solution from the Medium article "Cracking the Machine Learning Interview," written by Subhrajit Roy. In the past year since the article went public, S…

[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation

⭐ Amazing Guide to using Amazon Web Services (AWS)! ☁️

Notes on Apache Spark (pyspark)

🐍 Quick reference guide to common patterns & functions in PySpark.

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

Openpose from CMU implemented using Tensorflow with Custom Architecture for fast inference.

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

Human Pose Estimation Related Publication

The Kotlin Programming Language.

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and l…

Fit interpretable models. Explain blackbox machine learning.