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Bereket A. Yilma's Projects

aim icon aim

Aim — an easy-to-use and performant open-source experiment tracker.

amar icon amar

Code for the paper "Ask Me Any Rating: A Content-based Recommender System based on Recurrent Neural Networks"

aml_project_fall19 icon aml_project_fall19

This repository was made for the final project requirements of course Advanced Machine Learning (CS5824), Fall 2019

awesome-diffusion-models icon awesome-diffusion-models

A collection of resources and papers on Diffusion Models and Score-matching Models, a darkhorse in the field of Generative Models

bert icon bert

TensorFlow code and pre-trained models for BERT

bert-as-service icon bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

brain-inspired-replay icon brain-inspired-replay

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

capstone icon capstone

Creation of LDA (Latent Dirichlet Allocation) Topic Model on corpus of books harvested from Project Gutenberg

cfc icon cfc

Solution of neural ODEs

clip icon clip

Contrastive Language-Image Pretraining

code icon code

Compilation of R and Python programming codes on the Data Professor YouTube channel.

comparatively-finetuning-bert icon comparatively-finetuning-bert

Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in PyTorch.

cornac icon cornac

A Comparative Framework for Multimodal Recommender Systems

dalle-mini icon dalle-mini

DALL·E Mini - Generate images from a text prompt

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