mmkamani7 Goto Github PK

adaptivedistillation

The source code for the paper titled: "Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation", accepted to BMVC2021

dcgan

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deeppavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

dynamic_bernoulli_embeddings

emotion-api-python

Python class to access Affectiva's Emotion as a Service API

emotion-recognition-neural-networks

Emotion recognition using DNN with tensorflow

fairpca

Implementation of Fair PCA algorithm using Pareto Descent

fastchat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and FastChat-T5.

federated

A framework for implementing federated learning

fedmlx

Distributed and Federated approaches implemented for MLX

fedtorch

This is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch.

flashap

This repository implements different ways to speedup the calculation and estimation of Shapley Value using SHAP library.

flashlight

A C++ standalone library for machine learning

lupa-sgd

Implementation of Local Updates Periodic Averaging (LUPA) SGD

mmclassification

OpenMMLab Image Classification Toolbox and Benchmark

mmkamani.github.io

Personal website of MM. Kamani

mmkamani7

Config files for my GitHub profile.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-deep-learning

Deep Learning (with PyTorch)

repo-badges

:star: Use repo badges (build passing, coverage, etc) in your readme/markdown file to signal code quality in a project.

resnet-cifar

ResNet for CIFAR with Estimator API and tf.keras.Model class

ri-sgd

Implementation of Redundancy Infused SGD for faster distributed SGD.

skeletonization

In this repository you can see the code for skeletonization of binary images using our novel fuzzy inference system.

skeletonmatching

This repository implements skeleton matching algorithm.

targeted-meta-learning

In this repository, we implement Targeted Meta-Learning (or Targeted Data-driven Regularization) architecture for training machine learning models with biased data.

v130

Proceedings of AISTATS 2021