Best practical projects tools in 2025

Laion

Access extensive multilingual image-text datasets for machine learning.

Kaggle Notebooks

Effortlessly explore and run machine learning projects.

Dopamine

Framework for quick reinforcement learning algorithm prototyping.

RLLab

Framework for building and testing reinforcement learning algorithms.

Algoriz

Automated trading strategies for stocks and cryptocurrencies.

Gym Retro

Access a vast library of video games for AI learning experiments.

PyTorch

Framework for building dynamic neural networks and computations.

Investfly

Automated trading strategies made accessible for all traders.

Caffee

Framework for building deep learning models efficiently.

MATLAB

Programming environment for numerical computing and data analysis.

Apache Mahout

Framework for scalable machine learning and data processing.

People for AI

Expertly labeled datasets for efficient AI project development.

NLTK

Comprehensive library for natural language processing tasks.

PseudoEditor

User-friendly interface for writing and testing pseudocode.

Perpetual ML

Accelerate machine learning with continuous model training and monitoring.

BigDL

Run deep learning models efficiently on large datasets.

Big AI List

A curated collection of notable AI companies and resources.

Subscription + from $10/m
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Wolfram Mathematica

Advanced environment for mathematical computing and data visualization.

Tensorflow Research Cloud

Free access to advanced computing for machine learning research.

plat.ai

No-code predictive analytics for swift data-driven decisions.

OpenCV

Powerful library for computer vision tasks and image processing.

SciPy

Library for scientific computing with algorithms in Python.

ComfyUI

User-friendly interface for designing advanced diffusion models.

Chatcraft

Interactive coding assistant for learning and collaboration.

Tempus

AI-driven platform for personalized medical treatment decisions.