sofmonk
CS grad, done various MOOCs, now working on computer vision & deep learning research, fluent in python, pyTorch
Pinned Repositories
aima-pseudocode
Pseudocode descriptions of the algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
class_agnostic_loss_saliency
convnet_transfer
Code for paper "How transferable are features in deep neural networks?"
deeplearning-papernotes
Summaries and notes on Deep Learning research papers
gsoc2017
R project in Google Summer of Code 2017
hello-earth
hi to all on earth
Kaggle-Digit-Recognizer
sofmonk's Repositories
sofmonk/class_agnostic_loss_saliency
sofmonk/aima-pseudocode
Pseudocode descriptions of the algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
sofmonk/aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
sofmonk/convnet_transfer
Code for paper "How transferable are features in deep neural networks?"
sofmonk/deeplearning-papernotes
Summaries and notes on Deep Learning research papers
sofmonk/gsoc2017
R project in Google Summer of Code 2017
sofmonk/hello-earth
hi to all on earth
sofmonk/Kaggle-Digit-Recognizer
sofmonk/Mouse-Dynamics-Challenge
sofmonk/outreachy_2017
applicant_tasks
sofmonk/pattern
Goal: make Pattern compatible with Python 3.
sofmonk/PoolNet
Code for our CVPR 2019 paper "A Simple Pooling-Based Design for Real-Time Salient Object Detection"
sofmonk/pytorch-segnet
SegNet implementation in Pytorch framework
sofmonk/requests-for-research
A living collection of deep learning problems
sofmonk/SalMetric
C++ code (with python wrapper) for measuring the F-measure and MAE scores for salient object detection
sofmonk/SOC-Programs
A list of open source internship programs.
sofmonk/Spoon-Knife
This repo is for demonstration purposes only.
sofmonk/tensorflow
Computation using data flow graphs for scalable machine learning
sofmonk/TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
sofmonk/TensorFlow-Tutorials
Simple tutorials using Google's TensorFlow Framework