siddk/distaff

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siddk/distaff

siddk

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Template Repository with Conda and Sane Quality Defaults (Black, Flake, isort) for Flax Projects.

voltron-robotics

Voltron: Language-Driven Representation Learning for Robotics

entity-network

Tensorflow implementation of "Tracking the World State with Recurrent Entity Networks" [https://arxiv.org/abs/1612.03969] by Henaff, Weston, Szlam, Bordes, and LeCun.

vqa-outliers

Code and Experiments for ACL-IJCNLP 2021 Paper "Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering."

deep-nlp

Tensorflow Tutorial files and Implementations of various Deep NLP and CV Models.

relation-network

Tensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning," [https://arxiv.org/abs/1706.01427] by Santoro et. al.

npi

Neural Programmer-Interpreter Implementation (Reed, de Freitas: https://arxiv.org/abs/1511.06279), in Tensorflow

multiclass_perceptron

An open implementation of the multi-class perceptron machine learning algorithm for classification. Built and optimized in Python.

voltron-evaluation

Voltron Evaluation: Diverse Evaluation Tasks for Robotic Representation Learning

lila

Code & Experiments for "LILA: Language-Informed Latent Actions" to be presented at the Conference on Robot Learning (CoRL) 2021.

haskell-sicp

Selected exercises from A Structure and Interpretation of Computer Programs in Haskell

annotated-butd

Bottom-Up Top-Down Attention for VQA Implementation accompanying Annotated BUTD Blog Post

kindling

Template Repository with Conda and Sane Quality Defaults (Black, Flake, isort) for PyTorch Projects.

memory

Core repository for all research code centered around using Memory Networks for question-answering.

mnist-vae-scaling

Tutorial Repository with a minimal example for showing how to deploy training across various compute infrastructure.

topic-models

Repository containing implementations of several Topic Models (i.e LDA, HDP-LDA) from scratch.

himcm-2013

This is the git repository for the 2013 HiMCM

mjolnir

Template Repository with Conda and Sane Quality Defaults (Black, Flake, isort) for PyTorch-Lightning Projects.

driller-lite

Driller Lite, for cloning data into cluster.

siddk.github.io

My personal website.

glamdp

Repository containing GLAMDP models and data.

py-amdp

Repository containing all Python machine translation code for AMDP Language Grounding Research.