Ashish Rao's starred repositories
python-docs-samples
Code samples used on cloud.google.com
Medical-Abstracts-TC-Corpus
This repository contains a medical abstracts dataset, describing 5 different classes of patient conditions. The dataset can be used for text classification. [NLPIR 2022]
Covid-19-tweet-classification
Python Notebook for 'Fine-tuning a pre-trained BERT model for classification using native PyTorch' medium article
CodeSignal-Solutions
CodeSignal solutions
coding-challenges
Coding challenges solutions
CodeSignal-WorkingSolutions
This repository includes my solutions for the arcade challenges in CodeSignal. All of them are fully functional. However, any recommendations for optimisation are welcome!
Leetcode_company_frequency
Collection of leetcode company tag problems. Periodically updating.
py-dbclasd
Python implementation of DBCLASD, a non-parametric clustering algorithm
pdfplumber
Plumb a PDF for detailed information about each char, rectangle, line, et cetera — and easily extract text and tables.
Cyberbrain
Python debugging, redefined.
Pytorch-CapsuleNet
An easy-to-follow Pytorch implementation of Hinton's Capsule Network
ansible-openwisp2
Ansible role that installs and upgrades openwisp 2
clotho-dataset
Python code for handling the Clotho dataset.
CapsNet-Audio
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Adapted for spectrogram based audio classification.
defundthepolice
Defund The Police
integreat-cms
Simplified content management back end for the Integreat App - a multilingual information platform for newcomers
text_mining_resources
Resources for learning about Text Mining and Natural Language Processing
Information-Retrieval
Information Retrieval algorithms developed in python. To follow the blog posts, click on the link:
Getting-Things-Done-with-Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER