Popular GitHub Repositories for Collections Strategy

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

The Generative AI Landscape - A Collection of Awesome Generative AI Applications

MiniMax-01 is a simple implementation of the MiniMax algorithm, a widely used strategy for decision-making in two-player turn-based games like Tic-Tac-Toe. The algorithm aims to minimize the maximum possible loss for the player, making it a popular choice for developing AI opponents in various game scenarios.

An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks

Collections of vector search related libraries, service and research papers

:memo: Подборка ресурсов по машинному обучению

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

Open Source research tool to search, browse, analyze and explore large document collections by Semantic Search Engine and Open Source Text Mining & Text Analytics platform (Integrates ETL for document processing, OCR for images & PDF, named entity recognition for persons, organizations & locations, metadata management by thesaurus & ontologies, search user interface & search apps for fulltext search, faceted search & knowledge graph)

ChatGPT and Bing AI prompt curation

Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization

2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.

由淺入深的深度學習資源 Collection of deep learning materials for everyone

[TPAMI 2023] SceneDreamer: Unbounded 3D Scene Generation from 2D Image Collections

This code accompanies the the paper Trading with the Momentum Transformer: An Intelligent and Interpretable Architecture (https://arxiv.org/pdf/2112.08534.pdf).

Verbalized Sampling, a training-free prompting strategy to mitigate mode collapse in LLMs by requesting responses with probabilities. Achieves 2-3x diversity improvement while maintaining quality. Model-agnostic framework with CLI/API for creative writing, synthetic data generation, and dialogue simulation.

A modern web-based metadata editor for audio files, designed for managing large music collections with clean bulk editing capabilities.

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

RSS feed aggregator with collections and NLP article summarization

RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven exploration (RIDE).

?This repo contains detailed notes and multiple projects implemented in Python related to AI and Finance. Follow the blog here: https://purvasingh.medium.com