esmail-ibraheem Goto Github PK

followers: 16.0 following: 15.0 repos: 29.0 gists: 0.0

Name: Esmail

Type: User

Company: Sana'a University

Bio: Focused on sophisticated neural nets.

Location: Yemen

Blog: linkedin.com/in/esmail-a-gumaan

Esmail's Projects

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

awsome-stuff

anything except programming(Code)

brain-simulator

built a Multi-Layer Perceptron neural network from scratch and visualized it as a snake's brain. Additionally, I applied a genetic algorithm to enhance its learning capabilities.

compiler

Creating regular expression (NFA, DFA) algorithms, and IR code generator for C++ code. for the compiler subject in my computer science degree

dali

👨‍🎨 DDPM, and High-Resolution Image Synthesis with Latent Diffusion Models, papers implementation from scratch using pytorch.

dalle2-pytorch

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

data-structure-impelmentation

Data Structures implementation from scratch.

ddpm

🎨"Denoising Diffusion Probabilistic Models" paper implementation.

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

diffusiontransformer

NOT Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

dit

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

house-price-prediction-program

Simple Regression model: simple house price prediction program with one feature which is the size of the house

infinity-engine

3D Game Engine implemented the Environment Map technique.

lltra-model

Language to Language Transformer model where i used my transformer model for translation task. from the paper "Attention is all you Need" 2017 using pytorch.

mnist-classifier-model

applying Convolutional Neural Network with MNIST data to classify the digits using pytorch library.

mnist-data

mnist data i used it to my handwritten digits program

point_diffusion_refinement

A Conditional Point Diffusion-Refinement Paradigm for 3D Point Cloud Completion

reinforcement-learning-using-python

Deep Reinforcement Learning (RL) Using Python

renderer-engine

3D Renderer Engine using OpenGL and GLSL

rendering-a-3d-cube-

Render a 3d Cube in the terminal by using the pure Mathematics(Linear Algebra)

rendering-a-donut-aka-torus-

Render a 3d donut in the terminal by using the pure Mathematics(Linear Algebra)

stable-diffusion

A latent text-to-image diffusion model

streamlit-example

Example Streamlit app that you can fork to test out share.streamlit.io

tal

I developed a Python library for transformers, leveraging the architecture I previously designed. With this library, users can freely install and utilize the transformer architecture.

tic-tac-toe-game-with-simple-ai

tic tac toe game in the terminal from scratch with simple AI algorithm

transformer-model

I built the Transformer model itself from scratch from the paper "Attention is all you need", Feel free to use this model for your specific purposes: translation, text generation, etc...

transformer-model-theoretical-part

explaining in details about transformer model using obsidian.

transfusion

Transformers 🤝 diffusion

wepe

built the word to embedding and the positional encoding from scratch and visualize it.

esmail-ibraheem Goto Github PK

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