Best AI tools for< Electricity Market Researcher >

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3 - AI tool Sites

Personalized.energy

Personalized.energy is an AI-powered online platform that offers personalized electricity plans tailored to individual needs and lifestyles. The platform simplifies the process of finding the best energy solution by utilizing an AI-powered search engine to compare various online plans and match users with the most suitable options based on their home location and personal usage profile. By eliminating the need for manual research and comparison, Personalized.energy aims to provide a stress-free experience for users looking to navigate the complexities of the energy market.

site

: 2.6k

Wattle

Wattle is a modern business platform designed for home service professionals. It offers software that simplifies and intelligently automates operations, allowing users to focus more on customer interactions. With features like AI-powered booking and dispatch, online bookings, automated quotations, and seamless integration with existing software, Wattle streamlines the entire job lifecycle. The platform is suitable for various industries such as HVAC, plumbing, lawn care, electrical, and pest control. Wattle aims to help businesses grow by saving time, increasing productivity, and enhancing customer engagement through intelligent automation.

site

: 0

Building Services AI

Building Services AI is an AI-driven platform that simplifies technical insights for building services professionals. It harnesses advanced AI technology to provide expert-level guidance on various aspects of building services, including HVAC systems, electrical setups, plumbing, and more. The platform offers comprehensive knowledge, maintenance insights, and 24/7 assistance to help users understand how building systems work and how to maintain them efficiently. Building Services AI aims to be a trusted resource for building operations and maintenance, offering expert advice and expertise to navigate the complexities of the field with confidence.

site

: 0

10 - Open Source Tools

ChatGPT

github

: 67

awesome-ChatGPT-repositories

github

: 2.1k

nixtla

Nixtla is a production-ready generative pretrained transformer for time series forecasting and anomaly detection. It can accurately predict various domains such as retail, electricity, finance, and IoT with just a few lines of code. TimeGPT introduces a paradigm shift with its standout performance, efficiency, and simplicity, making it accessible even to users with minimal coding experience. The model is based on self-attention and is independently trained on a vast time series dataset to minimize forecasting error. It offers features like zero-shot inference, fine-tuning, API access, adding exogenous variables, multiple series forecasting, custom loss function, cross-validation, prediction intervals, and handling irregular timestamps.

github

: 2.3k

AIforEarthDataSets

The Microsoft AI for Earth program hosts geospatial data on Azure that is important to environmental sustainability and Earth science. This repo hosts documentation and demonstration notebooks for all the data that is managed by AI for Earth. It also serves as a "staging ground" for the Planetary Computer Data Catalog.

github

: 263

ai-dev-2024-ml-workshop

The 'ai-dev-2024-ml-workshop' repository contains materials for the Deploy and Monitor ML Pipelines workshop at the AI_dev 2024 conference in Paris, focusing on deployment designs of machine learning pipelines using open-source applications and free-tier tools. It demonstrates automating data refresh and forecasting using GitHub Actions and Docker, monitoring with MLflow and YData Profiling, and setting up a monitoring dashboard with Quarto doc on GitHub Pages.

github

: 93

AI-on-the-edge-device

AI-on-the-edge-device is a project that enables users to digitize analog water, gas, power, and other meters using an ESP32 board with a supported camera. It integrates Tensorflow Lite for AI processing, offers a small and affordable device with integrated camera and illumination, provides a web interface for administration and control, supports Homeassistant, Influx DB, MQTT, and REST API. The device captures meter images, extracts Regions of Interest (ROIs), runs them through AI for digitization, and allows users to send data to MQTT, InfluxDb, or access it via REST API. The project also includes 3D-printable housing options and tools for logfile management.

github

: 6.2k

CALF

CALF (LLaTA) is a cross-modal fine-tuning framework that bridges the distribution discrepancy between temporal data and the textual nature of LLMs. It introduces three cross-modal fine-tuning techniques: Cross-Modal Match Module, Feature Regularization Loss, and Output Consistency Loss. The framework aligns time series and textual inputs, ensures effective weight updates, and maintains consistent semantic context for time series data. CALF provides scripts for long-term and short-term forecasting, requires Python 3.9, and utilizes word token embeddings for model training.

github

: 60

LLMEvaluation

The LLMEvaluation repository is a comprehensive compendium of evaluation methods for Large Language Models (LLMs) and LLM-based systems. It aims to assist academics and industry professionals in creating effective evaluation suites tailored to their specific needs by reviewing industry practices for assessing LLMs and their applications. The repository covers a wide range of evaluation techniques, benchmarks, and studies related to LLMs, including areas such as embeddings, question answering, multi-turn dialogues, reasoning, multi-lingual tasks, ethical AI, biases, safe AI, code generation, summarization, software performance, agent LLM architectures, long text generation, graph understanding, and various unclassified tasks. It also includes evaluations for LLM systems in conversational systems, copilots, search and recommendation engines, task utility, and verticals like healthcare, law, science, financial, and others. The repository provides a wealth of resources for evaluating and understanding the capabilities of LLMs in different domains.

github

: 55

Awesome-TimeSeries-SpatioTemporal-LM-LLM

Awesome-TimeSeries-SpatioTemporal-LM-LLM is a curated list of Large (Language) Models and Foundation Models for Temporal Data, including Time Series, Spatio-temporal, and Event Data. The repository aims to summarize recent advances in Large Models and Foundation Models for Time Series and Spatio-Temporal Data with resources such as papers, code, and data. It covers various applications like General Time Series Analysis, Transportation, Finance, Healthcare, Event Analysis, Climate, Video Data, and more. The repository also includes related resources, surveys, and papers on Large Language Models, Foundation Models, and their applications in AIOps.

github

: 944