farahanams

Detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

.tmux

🇫🇷 Oh my tmux! My self-contained, pretty & versatile tmux configuration made with ❤️

deeplearning-models

A collection of various deep learning architectures, models, and tips

pwc

This repository is no longer maintained.

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

mmf

A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

pytorch-examples

Simple examples to introduce PyTorch

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

tf-faster-rcnn

Tensorflow Faster RCNN for Object Detection

Detectron.pytorch

A pytorch implementation of Detectron. Both training from scratch and inferring directly from pretrained Detectron weights are available.

tensorflow-without-a-phd

A crash course in six episodes for software developers who want to become machine learning practitioners.

scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

pytorch-faster-rcnn

pytorch1.0 updated. Support cpu test and demo. (Use detectron2, it's a masterpiece)

brain-segmentation-pytorch

U-Net implementation in PyTorch for FLAIR abnormality segmentation in brain MRI

keras-data-generator

Template for data generator in Keras

delira

Lightweight framework for fast prototyping and training deep neural networks with PyTorch and TensorFlow

AD_Prediction

Alzheimer's Disease Prediction by using ResNet, AlexNet

modl

Randomized online matrix factorization

image-processing-with-numpy

Image processing with numpy

HCP_download

Script to download data from the Human Connectome Project, HCP-1200 subjects release.

Fun-with-MNIST

Playing with MNIST. Machine Learning. Generative Models.

RS2018_Nilearn_tutorial

Nilearn tutorial for the Resting State and Brain Connectivity 2018 satellite Machine Learning workshop

brainSpy-cli

A CLI client for brainSpy database.

ipmi2017

PRNI2016

Minimal example of random sampling on brain decoding.

PyTorch-Neural-Networks

This repository is to showcase projects I completed using the PyTorch Framework

unet_sulci

Sulci segmentation using U-Net