pkrouth

Autoencoder4XAS

XAS Encoder

awesome

:sunglasses: Curated list of awesome lists

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!

dl-chem-101

Example implementations of common machine learning projects in chemistry.

Legal_LLM

RNN Multi Class Classification of legal clauses

NLPinFinance

StructRepGen

Atomic Structure Generation from Reconstructing Structural Fingerprints

topic-model-poc

Topic model on Judgements

xafs_course2023

xraylarch

Larch: Applications and Python Library for Data Analysis of X-ray Absorption Spectroscopy (XAS, XANES, XAFS, EXAFS), X-ray Fluorescence (XRF) Spectroscopy and Imaging, and more.

pkrouth/Legal_LLM

RNN Multi Class Classification of legal clauses

pkrouth/Autoencoder4XAS

XAS Encoder

pkrouth/dl-chem-101

Example implementations of common machine learning projects in chemistry.

pkrouth/Fact_Extractor

Extract Facts using LM

pkrouth/xraylarch

Larch: Applications and Python Library for Data Analysis of X-ray Absorption Spectroscopy (XAS, XANES, XAFS, EXAFS), X-ray Fluorescence (XRF) Spectroscopy and Imaging, and more.

pkrouth/condacolab

Install Conda and friends on Google Colab, easily

pkrouth/jarvis

Joint Automated Repository for Various Integrated Simulations (JARVIS) is an integrated framework for computational science using density functional theory, classical force-field/molecular dynamics and machine-learning.

pkrouth/StructRepGen

Atomic Structure Generation from Reconstructing Structural Fingerprints

pkrouth/topic-model-poc

Topic model on Judgements

pkrouth/xafs_course2023

pkrouth/chemical-formula-rs

This crate provides a simple way to parse and manipulate chemical formulas including weight percent and nested formulas.

pkrouth/dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

pkrouth/eleg-weather-conky

Conky widget to display time and weather

pkrouth/GNN-tutorial-APS-March-2023

These are the slides associated with the GNN tutorial at the APS March Meeting

pkrouth/hiring-without-whiteboards

⭐️ Companies that don't have a broken hiring process

pkrouth/humap

Hierarchical Uniform Manifold Approximation and Projection

pkrouth/Install_Demeter

Manual for installing Demeter in Ubuntu 20.04(x64)

pkrouth/lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

pkrouth/llama2.c

Inference Llama 2 in one file of pure C

pkrouth/machine-learning-interview

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

pkrouth/machine-learning-list

A curriculum for learning about foundation models, from scratch to the frontier

pkrouth/PDFDataExtractor

A toolkit for automatically extracting semantic information from PDF files of scientific articles

pkrouth/presto-prezto

A repo for the quick setup of Zsh shell with Prezto, several useful plugins and an awesome theme.

pkrouth/scanobjectnn

Code for Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data, ICCV 2019

pkrouth/Speech2Text

FInetuned text to speech model for Indian accent

pkrouth/stat_rethinking_2023

Statistical Rethinking Course for Jan-Mar 2023

pkrouth/TabFS

🗄 Mount your browser tabs as a filesystem.

pkrouth/XAFS2023

Short Course on XAFS

pkrouth/xasref

pkrouth/Xron

Xron (Chi-ron) is a Python library with my XAFS-related functions.