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ai-bootcamp

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, LLMs, RAGs, LangChain, Fine-tuning Llama 3 & AI Agents (CrewAI)

am205_examples

Harvard Applied Math 205: Code Examples

awesome-machine-learning-interpretability

A curated list of awesome responsible machine learning resources.

catastropiyush

catastropiyush.github.io

chai_rusk

Notes for M.Sc degree

chainwain

LangChain text summarizer app

chocos

Computational physics numerical methods codes

codes_samosa

Miscellaneous codes for BSc and MSc

descent

Gradient Descent in 1D and 2D

dl-chem-101

Example implementations of common machine learning projects in chemistry.

dl-visualization

This is the source code for the animations in the series "Visualizing Deep Learning"

examples

Fortran and Python examples to accompany the book "Computer Simulation of Liquids" by Michael P. Allen and Dominic J. Tildesley (2nd edition, Oxford University Press, 2017). Use the "Clone or download" button, or follow the "...releases" link below.

fortran-mooc

Material related to the PRACE MOOC on Fortran programming

high_entropy_alloys

Papers and articles on High Entropy Alloys

iceburn

jarvis-tools-notebooks

A Google-Colab Notebook Collection for Materials Design: https://jarvis.nist.gov/

kaam_ki_cheeze

Useful links

llmon

Notebooks and resources related to Large Language Models

lpoolmat_llms

manim

Animation engine for explanatory math videos

modelling-and-simulation-in-python

This Python repo offers code examples, algorithms, and tools for modeling and simulation, spanning across science, computing, and engineering. It's an excellent resource for applying computational methods and welcomes community contributions.

rag_local_tutorial

Simple RAG tutorials that can be run locally or using Google Colab (only Pro version).

simulations

Physics numerical simulations

splinezz

Spline Interpolation using Thomas Algorithm

sunnycomets

Analyzing SOHO comets

teaching_vroom

This repository contains notes and links.

unsloth

Finetune Llama 3, Mistral & Gemma LLMs 2-5x faster with 80% less memory

youtube_channel

Notebooks for the python tutorials of my youtube channel. See specific youtube video for link to specifc notebook.