Linear Algebra for Data Science A compact handbook for all things linear algebra. Covers a vector of topics from matrices, vector spaces, orthogonality and projections, singular value decomposition, determinants, eigen values and vectors, big theorems, to name a few!
CODE
-
SAM 2 Resource Sharing for Beginners
By
–
Great resource for anyone getting started with SAM 2 — thanks for sharing!
-
KerasAug: Image Data Augmentation Library for Keras 3
By
–
KerasAug: an image data augmentation library for Keras 3. https://
github.com/james77777778/
keras-aug
… -
Integrating with Hugging Face Datasets Platform
By
–
Super cool! Would be awesome to integrate with http://
hf.co/datasets! -
MIT Professor Explains Cryptography, Quantum Computing, and Homomorphic Encryption
By
–
MIT professor explains cryptography, quantum computing, and homomorphic encryption: https://t.co/3Mz3TMRQ8E pic.twitter.com/PXZ8ZsytoU
— MIT CSAIL (@MIT_CSAIL) 30 juillet 2024MIT professor explains cryptography, quantum computing, and homomorphic encryption: https://
bit.ly/3WJlMM4 -
Spatial ML: Predicting on Out-of-Sample Data
By
–
Josiah Parry – Spatial ML: Predicting on out-of-sample data https://
bit.ly/3zBWIO1 #AI #MachineLearning #DeepLearning #LLMs #DataScience -
SQL UNION Guide for Data Scientists and Analysts
By
–
Introduction to SQL Union: Introduction SQL is an important tool that every data scientist and data analyst should know. Its UNION statement allows you to… https://
analyticsvidhya.com/blog/2024/06/s
ql-union/?utm_source=dlvr.it&utm_medium=twitter
… #DataAnalytics #DataScience #DataDriven #DeepLearning #ITDirector #CTO #CIO #MachineLearning -
FP16 vs BF16: Precision Mismatch Concerns in Model Fine-tuning
By
–
fp16 or bf16? I’m always a little nervous seeing people finetune or inference in fp16 models that were pretrained in bf16. The number of exponent bits (and hence range) is lower? I have a todo to look into it closer. Depends on the checkpoint possibly.
-
Reproducing GPT-2 124M Language Model Implementation
By
–
Let's reproduce GPT-2 (124M) https://
bit.ly/3Wi3hOw #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Jeremy Howard’s Quest to Upgrade Software Engineering
By
–
Please stop this man, @jeremyphoward is on a personal quest to upgrade every branch of software engineering