soheilesm
Machine Learning Software Engineer @ Meta | Ex Apple | Stanford Ph.D. Alum
MetaStanford, CA
Pinned Repositories
space_time_pde
MeshfreeFlowNet: Physical Constrained Space Time Super-Resolution
ANNPSO
Using Particle Swarm Optimization to train Neural Networks
contextualized-topic-models
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Also supports multilingual tasks. Cross-lingual Zero-shot model published at EACL 2021.
Couette-Poiseuille_FlowCode
Compute Flow Parameters for a Couette-Poiseuille Flow.
deep-learning-keras-tensorflow
Introduction to Deep Neural Networks with Keras and Tensorflow
MacVoiceTranscript
Get the transcript of speeches through your Mac
ME-Net
[ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation
MyPublicCodes
Probability-Stats-Problems
wikipage_recommender
This repo presents a content-based recommendation framework for recommending Wikipedia pages to users
soheilesm's Repositories
soheilesm/MyPublicCodes
soheilesm/wikipage_recommender
This repo presents a content-based recommendation framework for recommending Wikipedia pages to users
soheilesm/ANNPSO
Using Particle Swarm Optimization to train Neural Networks
soheilesm/contextualized-topic-models
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Also supports multilingual tasks. Cross-lingual Zero-shot model published at EACL 2021.
soheilesm/Couette-Poiseuille_FlowCode
Compute Flow Parameters for a Couette-Poiseuille Flow.
soheilesm/deep-learning-keras-tensorflow
Introduction to Deep Neural Networks with Keras and Tensorflow
soheilesm/MacVoiceTranscript
Get the transcript of speeches through your Mac
soheilesm/ME-Net
[ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation
soheilesm/Probability-Stats-Problems
soheilesm/densecap
Dense image captioning in Torch
soheilesm/ESPCN
A PyTorch implementation of ESPCN based on CVPR 2016 paper "Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network"
soheilesm/federated_learning_nlp
LEAF implementation of Federated Learning on Tensorflow 2.4.1
soheilesm/Folder-Structure-Conventions
Folder / directory structure options and naming conventions for software projects
soheilesm/gans-awesome-applications
Curated list of awesome GAN applications and demo
soheilesm/Image_Segmentation
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.
soheilesm/Keras-GAN
Keras implementations of Generative Adversarial Networks.
soheilesm/markdown-cheatsheet
Markdown Cheatsheet for Github Readme.md
soheilesm/markdown-magic-directory-tree
Print directory tree in Markdown
soheilesm/nameBinaryGenderMap
soheilesm/neuspell
NeuSpell: A Neural Spelling Correction Toolkit
soheilesm/nn
š§ Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.
soheilesm/NumericalMethods-UniPune
MATLAB Codes Developed During Numerical Methods and Optimisation Course (302047 -2012)
soheilesm/Pix2Depth
DEPRECATED: Depth Map Estimation from Monocular Images
soheilesm/soheilesm
soheilesm/space_time_pde
MeshfreeFlowNet: Physical Constrained Space Time Super-Resolution
soheilesm/todo.md
TODO.md file format - todomd.org
soheilesm/trcopo
This repository contains all code and experiments for Trust region Competitive policy optimization (TRCoPO) algorithm.
soheilesm/unet
unet for image segmentation
soheilesm/vision_transformer
soheilesm/YOLO_Object_Detection
This is the code for "YOLO Object Detection" by Siraj Raval on Youtube