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avgn

A generative network for animal vocalizations. For dimensionality reduction, sequencing, clustering, corpus-building, and generating novel 'stimulus spaces'. All with notebook examples using freely available datasets.

avgn_avishek

AVGN code by Tim Modified for Sakata Lab data

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gnnpractice

Practice of Graph Neural Network using DGL and pyTorch geometric

grid2op

Grid2Op a testbed platform to model sequential decision making in power systems.

gui

Some Graphical User Applications and Commands

lm_finetune

Repo containing few notebooks on fine tuning of Language Models

loganproject

Identifying Eigen Syllable

nest-seq-analysis

pytorchpractice

Practicing pytorch by understanding others code

pyts

A Python package for time series transformation and classification

quantpractice

Practice of Quantization of pretrained DNN models

rl-taxi

Reinforcement learning for taxi cab v3

rqa_practice

A repo where I try out RQA examples presented in different libraries (LangChain, Llama_index) using scripts or a Graphical User Interface

sac_discrete

PyTorch implementation of the discrete Soft-Actor-Critic algorithm updated to gym version 0.26.x

stablediffusion_custom

A repo in which customized stable diffusion GUI with simplified use cases are demonstrated

streamlit_beam

Contains code that runs a GUI on streamlit community cloud and a generative AI model on the beam cloud

streamlit_test

Test to see environment creating with Streamlit

udemy_ml

Implemented sample projects taught in udemy machine learning a-z course

zebrafinchclassification