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deyh2020's Projects

start_with_bloom icon start_with_bloom

Bloom is a new multi-lingual LLM (Large Language Model) from BigScience, a Hunggingface-hosted open collaboration with hundreds of researchers and institutions around the world. This repo contains a notebook and configuration scripts to get started with the basics of text generation using Bloom's 1.3B parameter pre-trained model.

state-of-the-art-result-for-machine-learning-problems icon state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

statmechcodes icon statmechcodes

A repository of all my codes and simulations used to teach Intermediate Statistical Mechanics to masters students at the University of Burdwan

stirap icon stirap

Stimulated Raman Adiabatic Transition

stirap_population icon stirap_population

This code is used to calculate a dynamic of populations of stimulated Raman adiabatic passage (STIRAP)

sto_exploration icon sto_exploration

The code for paper <Generative Design by Using Exploration Approaches of Reinforcement Learning in Density-Based Structural Topology Optimization> by Hongbo Sun * and Ling Ma

str icon str

Soft Threshold Weight Reparameterization for Learnable Sparsity

super-gradients icon super-gradients

Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.

surface_binding icon surface_binding

A python code for simulating the binding process of two nanoparticles under metal surface using Green's function formalism.

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