arun477

deep_learning_portal

Deep Learning Portal 🔥 This repository contains implementation code for important research papers and starter guides for common deep learning tools.

miniai

Deep Learning Generative Models (with mini PyTorch implementation). This is a reimplementation of a coursework from fastai.

nano_deep_learning_dev_pipeline

A lightweight workflow for a deep learning project, covering development to production deployment. The example model used here is a CNN MNIST classifier. The model is hosted on Hugging Face space, just a guide for a quick and hacky prototype workflow.

stable_diffusion

This is a lightweight reimplementation of the original Stable Diffusion paper on Fashion MNIST dataset.

tabular_qlearning

Tabular Q-Learning from scratch.

test2

name

variational_autoencoder

Recreating the auto-encoding variational bayes paper, on Fashion MNIST dataset on a local machine.

rl_explore_exploit_algo_comparison

Reinforcement Learning: Explore/Exploit Algorithm Performance Comparison.

ACF-Auto-Correlation-Function-

arun

arun477.github.io

Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous.

barto_sutton_rl_practice

practice

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

geo_map_datas

grokking_deep_learning_ltf

Keystroke-Datasets

A public repo for the datasets recorded as part of "A Practical Deep Learning-Based Acoustic Side Channel Attack on Keyboards".

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

manim

Animation engine for explanatory math videos

MIT-6.5940

All Homeworks for TinyML and Efficient Deep Learning Computing 6.5940 • Fall • 2023 • https://efficientml.ai

MLP_generate_keyword_from_article_abstract

Generate Main Keywords from Given Article Abstract Text Using MLP(Multilayer Perceptron)

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

nanoGPT_experiment_shakespeare_data

NanoGPT Experiment With Shakespeare Data

nanoGPT_experiment_with_covid_articles

nbdev_test_ar

tutorial

ng-video-lecture

Open-Assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

the-algorithm

Source code for Twitter's Recommendation Algorithm

the-algorithm-ml

Source code for Twitter's Recommendation Algorithm

voice_datasets

🔊 A comprehensive list of open-source datasets for voice and sound computing (95+ datasets).