Google Research

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Create delightful software with Jupyter Notebooks

Training PyTorch models with differential privacy

Early stopping for PyTorch

Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"

Official repository for the paper F, B, Alpha Matting

A python package to access tsetmc data

[ICCV 2019, Oral] Controllable Artistic Text Style Transfer via Shape-Matching GAN

🤗 ParsBERT: Transformer-based Model for Persian Language Understanding

SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

PyTorch Implementation of FastSpeech 2 : Fast and High-Quality End-to-End Text to Speech

Notes for machine learning

Pytorch implementation of a StyleGAN encoder. Images to latent space representation.

Generating automatic trimap through pixel dilation and strongly-connected-component algorithms

High-Resolution Network for Photorealistic Style Transfer

High performance implementation of Extreme Learning Machines (fast randomized neural networks).

Hierarchical Gating Networks for Sequential Recommendation

Getting to 99% Accuracy in Interactive Segmentation and Interactive Training and Architecture for Deep Object Selection

Neural Network for Dying Hair💈

This project is to convert PortraitFCN+ (by Xiaoyong Shen) from Matlab to Tensorflow, then refine the outputs from it (converted to a trimap) using KNN and ResNet, supervised by Richard Berwick.

The Deep Weight Prior, ICLR 2019

Tensorflow implementation of Direct and Random feedback Alignment

OpenAI's cartpole env solver.

🤗 ParsBERT Persian NER Tasks

Solving a travel salesman problem using Hopfield Network (course project of Intelligent Control class)

Implementation of Hopfield Neural Network in Python based on Hebbian Learning Algorithm