ConfidenceBounds

A curated and opinionated list of resources for Chief Technology Officers, with the emphasis on startups

? Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Machine learning, in numpy

Botkit is an open source developer tool for building chat bots, apps and custom integrations for major messaging platforms.

dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.

Deep universal probabilistic programming with Python and PyTorch

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Leveraging BERT and c-TF-IDF to create easily interpretable topics.