Rahul Saraf's repositories
100-Days-Of-ML-Code
100 Days of ML Coding
basic-pinn
Basic implementation of physics-informed neural networks for solving differential equations
containers
This repository contains code for all container images
course22p2
course.fast.ai 2022 part 2 - under construction
Data-Science-Articles
A collection of my blogs on Data Science and Machine learning.
ESE360_TinyML
Repository for the TinyML course
ExcelNumericalDemos
A set of numerical demonstrations in Excel to assist with teaching / learning concepts in probability, statistics, spatial data analytics and geostatistics. I hope these resources are helpful, Prof. Michael Pyrcz
fastdiffusion
Notes and plans for fastdiffusion course
hello_obs_deploy
Github Action to deploy observable dashboard
Intro-to-Machine-Learning
Intro to Machine Learning - Professional certificate course by the Data Institute (University of San Francisco)
minion
Micrograd replication with nbdev
Neural-Net-Zero-to-Hero-with-Andrej
This repository contains the collection of explorative notebooks pure in python and in the language that we, humans can read. Have tried to compile all lectures from the Andrej Karpathy's 💎 playlist on Neural Networks - which we will end up with building GPT.
nn-zero-to-hero-notes-mk2112
Jupyter Notebook notes on Andrej Karpathy's tutorial series, "Neural Networks: Zero to Hero."
quarto-ext
Creating a simpleclean template for reveal presentations in my portfolio
qwebjupylite
Combining quarto with jupyterlite
RemoteConnect
Launches jupyter and code on remote server
streamlit-example
Example Streamlit app that you can fork to test out share.streamlit.io
Transformers-for-NLP-2nd-Edition
Under the hood working of transformers, fine-tuning GPT-3 models, DeBERTa, vision models, and the start of Metaverse, using a variety of NLP platforms: Hugging Face, OpenAI API, Trax, and AllenNLP
xlwings
xlwings is a Python library that makes it easy to call Python from Excel and vice versa. It works with Excel on Windows and macOS as well as with Google Sheets and Excel on the web.