AI Agent Skills

Deep Reinforcement Learning: Zero to Hero!

Optax is a gradient processing and optimization library for JAX.

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

Videodl: A lightweight video downloader written in pure python. (轻量级视频下载器，优先高清无水印，支持抖音，快手，小红书，B站，TikTok，YouTube，FIFA+，优酷，腾讯，爱奇艺，1905电影网，乐视，芒果，咪咕，PPTV，搜狐，Facebook，Twitter…

Feature engineering and selection open-source Python library compatible with sklearn.

TFX is an end-to-end platform for deploying production ML pipelines

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

🏳️‍🌈 Media downloader from any sites, including Twitter, Reddit, Instagram, BlueSky, TikTok, Threads, Facebook, OnlyFans, YouTube, Pinterest, PornHub, XHamster, XVIDEO…

Lightweight inference library for ONNX files, written in C++. It can run Stable Diffusion XL 1.0 on a RPI Zero 2 (or in 298MB of RAM) but also Mistral 7B on desktops and…

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

Instant neural graphics primitives: lightning fast NeRF and more

Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

Python Stream Processing