Shagun Sodhani

papers-I-read. A-Paper-A-Week

Graph-Reading-Group. Weekly reading group on Graphs at Mila

CNN-Sentence-Classifier. Implementation of "Convolutional Neural Networks for Sentence Classification" paper

pregel. Tensorflow implementation of Graph Convolutional Network

memory-augmented-self-play. PyTorch implementation of Memory Augmented Self-Play

locis. Implementation of "A Parallel Spatial Co-location Mining Algorithm Based on MapReduce" paper

StackExchange-tagger. Tagger for questions posted on StackExchange Network

tf-char-rnn. Tensorflow implementation of char-rnn

powerlaw. Power-Law Distribution Analysis

Image-Caption-Generator. A simple implementation of neural image caption generator

Reproducibility-Report-CountVQA. Python

ml-logger. Logging utility for ML experiments

talks. Jupyter Notebook

PyCon2016. Code and Presentation for PyCon2016

Awesome-Machine-Comprehension. List of papers, datasets and other resources related to Machine Comprehension

Lambda-Architecture. Notes on Lambda Architecture

pointer-networks. Pointer Networks Implementation in Keras

torch-template. Boiler plate code for Torch based ML projects

reddit-text-extract. Python code to extract text from subreddits

consistent-dynamics. Code for the paper "Learning Powerful Policies by Using Consistent Dynamics Models"

xplogger. Logging utility

spatium-v1. Spatial Co-location Pattern Mining using Graph Database

PyCon2018. Code and Presentation for PyCon 2018

iota. Jupyter Notebook

PyDataConf2017. Code and Presentation for PyData Conference 2017

hn-stats. Scala client for logging HackerNews karma (for a user) and score (for his submissions)

calvin. Script to download all comic strips from @Calvinn_Hobbes twitter account

keras-demos. Demos created using Keras

MCE. Implementation of Maximal Clique Enumeration algorithms for GraphX

Commonlounge-QA. Markdown dump of my QA with Deep Learning community at Commonlounge

mslurm. wrapper over slurm commands to store the mapping of the command with the output in a database file.

news-crawler. Crawler to get newspaper data

tmls2022. Content for PyTorch Tutorial at TMLS2022

Java-BootCamp. Notes and Code for Java BootCamp at Adobe

odsc-west-2024. Code for FSDP tutorial at ODSC West 2024

oc_extras. Common functions related to use of OmegaConf

pytorch_sac. PyTorch implementation of Soft Actor-Critic (SAC)

vllm. A high-throughput and memory-efficient inference and serving engine for LLMs

tmls2022-FSDP-T5-example. A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

ai-clone-whatsapp. Create an AI clone of yourself from your WhatsApp chats (using Llama 3)

FPSS. Solution code for Functional Programming In Scala Specialization (FPSS)

DogsVsCats. Jupyter Notebook

citadel. Collection of links/articles/notes for my own reference