Shwetank Panwar's repositories
CNN_Text_Classification
A PyTorch CNN for classifying the sentiment of movie reviews, based on the paper "Convolutional Neural Networks for Sentence Classification" by Yoon Kim (2014).
CVND_Exercises
Exercise notebooks for CVND.
pytorch-pruning
PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
torchsample
High-Level Training, Data Augmentation, and Utilities for Pytorch
NeuroBoostedTrees
Resolving neuronal population code and coordination with gradient boosted trees. Preprint available on bioRxiv.
pytorch_ctpn
This is a pytorch implementation of CTPN(Detecting Text in Natural Image with Connectionist Text Proposal Network). You may want to finetune from: https://drive.google.com/open?id=1JHhI4sEIXfs5gDa1I9AgJBY477HTzAd0
Tensorflow_Basics
Some basic notebooks exercises for learning Tensorflow.
models
Models and examples built with TensorFlow
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
Spiking-Neural-Nets-for-Distributed-Systems
Spiking Neural Network for High Performance Computing Platforms.
mni2atlas
FSL Anatomical Labels for MNI Vector/ROI
bindsnet
Simulation of spiking neural networks (SNNs) using PyTorch.
ML-From-Scratch
Machine Learning From Scratch. Bare bones Python implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.
lstm_pm_pytorch
implementation of LSTM Pose Machines with Pytorch
Secondary-Structure-Data-Parser
A quick snippet to parse secondary structure prediction data into more readable tabular form.
Spiking-Neural-Network
Pure python implementation of SNN
Depth-First-Search-Graph-Theory-
Implementation of DFS in Python using Adjacency List graph representation.
OSB_Documentation
The contents of this repository are used to generate http://opensourcebrain.org/docs. Feel free to fork this repository, update the documentation and create a pull request.
Probability-and-Statistics
Various Python tools tutorials for usage in Data Science.
Fiducial-Localization-in-MRI-Imaging
Novel clustering algorithm for localizing fiducial points in MRI scan to assist Robosurgery.
Spike-Trigerred-Average
Neural Encoding : Computing Spike-Triggered Average from stimulus-time series and spike-time series. (Computational Neuroscience Coursera)
opencv
Open Source Computer Vision Library
mayavi
3D visualization of scientific data in Python
scikit-image
Image processing in Python
scikit-learn
scikit-learn: machine learning in Python
pydicom
Read, modify and write DICOM files with python code