itharindu Goto Github PK

aaivu-dialogue-policy-optimization

Dialogue policy optimization in low resource setting

aaivu-task-oriented-conversational-agent

Building a task-oriented conversational agent for low resource setting using RL for dialogue policy optimization and ensembling for Natural Language Understanding

accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

behavioral-analytics

Behavioral analytics through time series analysis. The time series is used to predict the behavioral patterns and outlier detection is done by comparing real patterns with these behavioral patterns

ccg2lambda

Provide Semantic Parsing solutions and Natural Language Inferences for multiple languages following the idea of the syntax-semantics interface.

ccg2mono

Take CCG parses and add monotonicity information on every constituent

chain-of-thoughtspapers

A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".

data_analytics

deep-reinforcement-learning

dialogpolicy

Dialog policy optimization for task-oriented conversational agents in low resource setting using Reinforcement learning. The methodology is based on a novel probability based Self-play technique and a novel Reward based sampling technique that prioritizes failed dialogues over successful ones

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

drivendata-flushot-learning

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fare_classification

Code(winning solution) for the fare calssification challenge which is a private competition hosted at kaggle whrere the goal of the competition is to classify fare as correct or not

generalised-quantifiers-model-checking

We investigate how generalised quantifiers affect the behaviour of transformer-based language models employing the textual entailment problem defined in a purely logical sense, namely, model-checking with natural language.

git-demo-tharindu

graph

Practical Gremlin - An Apache TinkerPop Tutorial

gsoc_2020_graphs

Evaluation for the GSoC 2020 project: Manipulation of massive astronomical data using graphs

h2o-tutorials

Tutorials and training material for the H2O Machine Learning Platform

hand-movement-tracking

System to identify and track hand movements in a video stream with a ego centric view point

human-right-sllchrm

image-gpt

inferencelanguagemodels

Repository with data and experiments regarding inference generation.

ionic-cse-demo

itharindu.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

language_fragments

lecture-python-advanced.notebooks

Notebooks that support https://python-advanced.quantecon.org

lecture-python.notebooks

Notebooks for https://python.quantecon.org

logical-entailment-dataset

This repository contains an entailment dataset for propositional logic, and code for generating that dataset. It also contains code for parsing the dataset in python.

lora

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"